WO2000016688A9 - Non-invasive blood component analyzer - Google Patents

Non-invasive blood component analyzer

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Publication number
WO2000016688A9
WO2000016688A9 PCT/US1999/021869 US9921869W WO0016688A9 WO 2000016688 A9 WO2000016688 A9 WO 2000016688A9 US 9921869 W US9921869 W US 9921869W WO 0016688 A9 WO0016688 A9 WO 0016688A9
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WO
WIPO (PCT)
Prior art keywords
light
wavelength
tissue
blood
light source
Prior art date
Application number
PCT/US1999/021869
Other languages
French (fr)
Other versions
WO2000016688A1 (en
Inventor
Thomas K Aldrich
Original Assignee
Essential Medical Devices Inc
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Filing date
Publication date
Application filed by Essential Medical Devices Inc filed Critical Essential Medical Devices Inc
Priority to AU62575/99A priority Critical patent/AU6257599A/en
Publication of WO2000016688A1 publication Critical patent/WO2000016688A1/en
Publication of WO2000016688A9 publication Critical patent/WO2000016688A9/en

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14546Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring analytes not otherwise provided for, e.g. ions, cytochromes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14532Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters

Definitions

  • the present invention is directed to a non-invasive device and method for analyzing the concentration of blood components, including oxygen saturation, bilirubin, hemoglobin, glucose, hormones and a variety of drugs.
  • blood glucose analysis Analysis of blood components is regularly required in hospitals, emergency rooms, doctors' offices, and in patients' homes (in the case of blood glucose analysis for example), for a variety of diagnostic purposes and to monitor therapy.
  • blood is obtained by venipuncture or finger prick, which raises small but important concerns regarding pain and the potential for transmission of infectious disease, such as viral hepatitis and human immunodeficiency virus (HIV) infection.
  • infectious disease such as viral hepatitis and human immunodeficiency virus (HIV) infection.
  • HIV human immunodeficiency virus
  • the pain associated with blood drawing often inhibits patient compliance with prescribed blood testing, leading to potentially dangerous consequences of undiagnosed disease.
  • the need for trained technicians to draw and handle blood contributes to the high cost of medical care.
  • blood testing procedures take time, which often delays diagnosis.
  • blood testing can be done only at intervals, providing only "snap-shot" data regarding the blood component of interest.
  • blood tests are often performed in "panels;” that is, a number of tests is run on a single drawn blood sample.
  • noninvasive tests that do not require blood drawing would be particularly useful.
  • pulse oximetry measures the adequacy of saturation of arterial blood hemoglobin with oxygen.
  • Mendelson Y. Pulse Oximetry: Theory and Applications for Noninvasive Monitoring, Clinical Chemistry 38:1601-7, 1992; Hanning CD, Alexander-Williams JM., Pulse Oximetry: A Practical Review, BMJ 311 :367-70, 1995; Severinghaus JW and Kelleher JF., Recent developments in pulse oximetry, Anesthesiology 76: 1018-38, 1992; Corenman et al., U.S. Patent No. 4,934,372; Edgar et al., U.S. Patent No.
  • Oximeters have become indispensable for screening patients for life-threatening hypoxemia and for monitoring patient safety during procedures such as surgery and childbirth. Oximeters reliably report the relative arterial oxygen level (percent of the maximum that can be carried by the available hemoglobin), but they cannot measure absolute oxygen content of the blood, because their readings are independent of hemoglobin concentration.
  • pulse oximeters In pulse oximeters, light produced by two light-emitting diodes (LEDs) at approximately 660 nm (red) and 940 nm (infrared) are alternately passed through the subject's finger, toe, or ear (or other well-perfused tissue), and the transmitted light is measured by a rapidly-responding photodetector.
  • the light that is not transmitted to the photodetector is absorbed by the finger or is scattered out of the range of the photodetector.
  • the amount of absorbance depends on tissue density and the amount and character of the blood (venous and arterial) that is present in the light path.
  • photoplethysmography the resulting time-varying measurement of light intensity for the wavelength, termed "photoplethysmography,” is roughly inversely proportional to finger volume, which varies with the arterial pulse.
  • Changes in absorbance (A) are caused by changes in the amount of blood present in the light path, assumed to be primarily changes in the amount of arterial blood due to the arterial pulse. Because absorbance of oxy-hemoglobin differs for light at the two wavelengths, a ratio of change in absorbance of red to change in absorbance of infrared light can be used to measure oxy-hemoglobin percentage.
  • the two changing absorbances are then electronically divided, and after inconsistent data points are discarded, the ratios are averaged to yield an average ratio of red/infrared absorbance change.
  • the average ratio is then multiplied by a correction factor, which has been empirically determined for each instrument by comparison with oxy-hemoglobin levels measured by a co-oximeter in arterial blood samples in normal subjects with varying levels of oxyhemoglobin produced as a result of breathing gases with varying fractions of inspired oxygen (Fi ⁇ 2).
  • Pulse oximeters can be controlled with various software packages, including those made by EMG Scientific.
  • Signal processing apparatus such as that disclosed in U.S. Patent No. 5,490,505
  • Signal processing apparatus can be used to process the signals generated by a pulse oximeter.
  • Prior designs of pulse oximeters used to measure arterial oxygen saturation are well known.
  • U.S. Patent No. 4,653,498 to New, Jr. et al. (1987) describes a display monitor for use with a pulse oximeter of the type wherein light of two different wavelengths is passed through body tissue, such as a finger, an ear or the scalp, so as to be modulated by the pulsatile component of arterial blood therein and thereby indicates oxygen saturation.
  • U.S. Patent Nos. 4,621 ,643 (1986), 4,700,708 (1987) and 4,770,179 (1988), all to New, Jr. et al. describe disposable probes for use with pulse oximeters.
  • Noninvasive monitors of bilirubin are also available, especially for following the course of neonatal jaundice. See Linder N, Regev A, Gazit G, Carplus M, Mandelberg A, Tamir I, Reichman B., Noninvasive determination of neonatal hyperbilirubinemia: standardization for variation in skin color; Am J Perinatology 11 :223-5, 1994.
  • the absorbance by a body part of light near the peak absorption of bilirubin is monitored.
  • Bilirubinometers are generally calibrated by comparison with measured blood bilirubin in the infant to be monitored. Without such calibration, the varying amounts of tissue and blood in the light path limits the accuracy of the measurements. Thus, at least one blood sample is required.
  • Examples of other blood tests that are often done alone and/or must be repeated at frequent intervals include: blood hemoglobin or hematocrit measurements for patients with known or suspected anemia, actively hemorrhaging from disease or surgery, and/or undergoing transfusion therapy; glycosylated hemoglobin levels in diabetic patients to assist in assessing adequacy of blood glucose control; blood glucose levels in patients with diabetes or suspected hypoglycemia, for diagnosis of hyper- or hypo-glycemia or for monitoring the effectiveness of insulin or oral hypoglycemic therapy; thyroid hormone levels in persons with hyper- or hypothyroidism; ethanol levels in patients suspected of ethanol intoxication; and a variety of drug and drug metabolite levels (e.g. digoxin, theophyiline, dilantin, morphine, benzodiazepines, anabolic steroids) in patients undergoing therapy or suspected of being intoxicated with such drugs.
  • drug and drug metabolite levels e.g. digoxin, theophyiline, dilantin,
  • Noninvasive monitors for glucose, ethanol, and other blood components have been suggested, but have not proven to be feasible, accurate, and/or economically viable. Zeller H, Novak P, Landgraf R, Blood Glucose Measurement By Infrared Spectroscopy, Intl J Artif Org 12:12-35, 1989. Examples include the device described by March in U.S. Patent No. 3,958,560, which measures glucose in the cornea of the eye by determining the rotation of reflected polarized infrared light. Although it does not require blood drawing, March's technique is cumbersome and uncomfortable for patients and not suitable for routine monitoring.
  • Kiani fails to account for or measure change in light path length. Kiani's device solves the problem of an unknown light path length by normalizing the measurement of the blood constituent of interest, e.g. glucose, (by absorbance at a specific infrared wavelength) against that of water (at another specific infrared wavelength).
  • induced pulsations invalidates the use of this device to measure specifically arterial constituents (e.g. oxyhemoglobin) and may well invalidate the measurements of specifically intravascular compounds (e.g. hemoglobin), because the pulsations are likely to cause variations in the light path length through other-than-vascular tissue. This is an especially severe problem when significant amounts of fatty tissue are present.
  • the need to define and produce light at wavelengths that completely or nearly completely separate water from glucose may make the instrument expensive and unwieldy.
  • a non-invasive blood component analyzer would likely find a substantial market among hospitals, hospital emergency rooms, community emergency medical services, physician's offices, fire and police departments and the like.
  • An accurate, noninvasive glucose analyzer would find an even greater market for the daily, low-cost, home-based self- monitoring of blood glucose by diabetic patients.
  • the invention described here is a noninvasive blood component analyzer using spectrophotometry, with systole/diastole corrections for tissue absorbance, and with built-in monitoring of light path length to allow its accurate use in subjects with widely varying finger size.
  • the present invention for analyzing and monitoring blood component concentrations in a patient is a device that simultaneously measures physical dimensions (e.g., linear distance) and the absorbance of visible and/or infrared light at one or more specific wavelengths across the patient's finger, toe, eariobe, or other body part at each of two or more points in the cardiac cycle, e.g., peak systole and nadir diastole.
  • physical dimensions e.g., linear distance
  • the absorbance of visible and/or infrared light at one or more specific wavelengths across the patient's finger, toe, eariobe, or other body part at each of two or more points in the cardiac cycle, e.g., peak systole and nadir diastole.
  • Yet another objective of the present invention is to provide a device and method for analyzing blood components that eases diagnosis and monitors therapy, and if so desired, can be performed by the patient.
  • Another object of the present invention is to provide a device and method for analyzing blood components that does not require the drawing of blood samples, thereby avoiding discomfort to the patient, the potential for transmission of infectious diseases, and which enhances patient compliance with blood testing.
  • Figure 1 is a drawing of an embodiment of the inventive noninvasive blood component analyzer.
  • Figure 2 is a detailed cutaway view of the detector portion of an alternative embodiment of the inventive non-invasive blood component analyzer.
  • Figure 3 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when the substance of interest absorbs very strongly at a particular wavelength relative to all other substances expected to be present in blood.
  • Figure 4 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when there is only a weak absorption peak for the substance of interest, i.e., in the case of the measurement of glucose concentration.
  • Figure 5 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when a single interfering substance is present at the optimal wavelength.
  • Figure 6 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when a single interfering substance is present at the optimal wavelength, but no reference wavelength is needed, such as in the case of the measurement of bilirubin concentration.
  • the inventive blood component analyzer 10 is made up of a base 12 which is adapted to accept the patient's finger 14 and holds the finger 14 in place by a means such as a groove, clamp or strap (not shown).
  • the base 12 can be modified to accept and hold (or contour to) a patient's toe or ear or other well-perfused tissue, as will be recognized by one skilled in the art.
  • Firmly embedded in base 12 is arm 16 which is adapted for holding a device for measuring one or more physical characteristics of the tissue, such as a linear displacement transducer 18 (e.g. the miniature displacement transducer made by Solartron Metrology, Buffalo, NY) preferably placed against the patient's fingernail 14a or toenail.
  • a linear displacement transducer 18 e.g. the miniature displacement transducer made by Solartron Metrology, Buffalo, NY
  • the displacement transducer 18 is connected to a microprocessor and display unit (not shown) by lead 20a.
  • the microprocessor and display unit may be embedded in the base 12 or alternatively, the lead 20a can run to an external microprocessor and display unit.
  • the transducer 18 must be adjustable to accommodate digits of varying sizes. This can be accomplished by various mechanical means, which will be recognized by those skilled in the art.
  • the arm 16 is also adapted to hold one or more light-emitting diodes (LEDs), lasers, or other light sources, 22 to produce light at narrow bands of wavelengths in the visible or near-infrared range, depending on the application.
  • LEDs light-emitting diodes
  • the light source 22 preferably should be located as close as possible to the tip 24 of the transducer 18, in order to ensure that both the light source 22 and the transducer 18 are measuring the same tissue path. Further, the arm 16 or light source 22 should be adjustable as discussed above.
  • the intensity of the light source 22 is controlled by the micro processor via a lead 20b.
  • the light source 22 is positioned so as to transilluminate the subject's digit 14 or any other body part in which light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood..
  • the light source 22 can be positioned at some distance from the tissue on one end of a fiberoptic lightguide, the other end of which is positioned next to the body part 14 alongside the transducer 18.
  • Light transmitted through the digit 14 is measured by one or more rapidly-responding photodetectors 30.
  • the photodetector 30 and the light source 22 can be alternatively placed in either the base 12 or the arm 16 of the analyzer 10. It is preferred to shield the photodetector 30 from ambient light.
  • the output from the photodetector 30 is transmitted to the microprocessor via lead 20c.
  • the photodetector 30 output is amplified, digitized at 100-500 Hz by an analog-digital converter, analyzed by a microprocessor, and stored as digital files.
  • the microprocessor performs the necessary calculations for this information.
  • a personal computer or some other device for computing can be substituted for the dedicated microprocessor as will be readily recognized by those skilled in the art.
  • LEDs are the simplest, most compact, and least expensive option to serve as the light source.
  • an incandescent lamp modified by filters could also be used in the visible range.
  • a modified CO2 laser emitting over a narrow band within the 9,000-10,500 nm range, while expensive, is the simplest option.
  • An alternative is to produce a broad band of infrared emissions using a heater coil, and to narrow the emission band using etalons 152 interposed between the heater coil and the digit (or between the heater coil and one end of a lightguide, the other end of which is positioned next to the digit).
  • an electromechanical shutter 152 e.g. Melles-Griot electronic shutter
  • the shutter is kept closed except for brief (approximately 1/60 sec) periods when photoplethysmographic measurements are required. It will be appreciated by those skilled in the art, both now and as the art progresses, that less risky or costly options can be used.
  • the linear distance between the light source 22 and the photodetector 30 is monitored with 0.2 - 0.5 ⁇ m resolution by the transducer 18.
  • length is measured by a pair of opposing piezoelectric crystals (e.g. the sonomicrometer made by Triton Technologies, Inc., San Diego, CA), sited next to the light source(s) and the photodetector(s).
  • One piezoelectric crystal is electrically excited to generate ultrasonic vibrations and the other piezoelectric crystal measures linear distance between the two by the duration between emission and receipt of the ultrasound signal. Because ultrasound waves do not travel well through bone, sonomicrometers are most suitable for measuring light path length in tissue that does not contain bone, e.g. eariobe, rather than fingertip.
  • a third alternative for measuring length is by a magnetometer, consisting of a pair of coils sited next to the light source(s) and the photodetector(s); one coil generates a magnetic field and the other detects changing magnetic fields and measures linear distance between the two coils by the strength of the detected magnetic field.
  • the result of any of these 3 approaches to measuring the distance between the light source and the base is a "linear plethysmogram" of the fingertip or other body part.
  • the length data are digitized at 100-500 Hz and stored along with the photodetector data.
  • other physical characteristics such as circumference of a digit and the changes in circumference, may also be used.
  • the measurement of hemoglobin only a single light source 22 emitting at a single wavelength in the visible range will be necessary.
  • at least two wavelengths, both in the near-infrared range will be required.
  • interposed bandpass filters e.g. interferometers or etalons supplied by Melles-Griot Photonics Components, Irvine, CA
  • Melles-Griot Photonics Components Irvine, CA
  • FIG 2 an alternative embodiment is illustrated for cases in which there is no single wavelength that is strongly absorbed by the compound of interest and by no other compounds expected to be present in arterial blood, such as measuring glucose levels in the subject's blood.
  • a single broad-band source 122 is used, and two or more bandpass filters 150 are alternately interposed between the light source and the digit 14 or other tissue, using a rotating or oscillating filter holder 152.
  • two or more separate sources are used, placed adjacent to each other so that the light paths traversed by light from all of the sources to the detector are substantially identical.
  • the two or more light sources are alternately switched on or with their emissions alternately blocked using electromechanical shutters (e.g., Melles-Griot electronic shutter).
  • bandpass filters 150 are sequentially interposed between the digit 114 and the light source 122 for brief periods of time, e.g., 10-20 msec each, by means of a rotating filter holder 152.
  • two or more light sources are used, alternately switched on for brief periods of time, e.g. 10 msec, or with their emissions alternately blocked by shutters.
  • the photodetector 130 output is monitored during periods of time separately identified as occurring during exposure to each wavelength.
  • the light source 122 is preferably a heater coil, which in this embodiment is preferably located in base 112. In this case, there is a risk of thermal injury from excessive exposure to heat or infrared energy.
  • a electromechanical shutter 152 interposed between the light source 122 and the digit 114 is a electromechanical shutter 152.
  • the shutter 152 is opened for a brief period, e.g. 1/60 second, allowing infrared light to be passed through the digit 114 and detected by the photodetector 130, which in this embodiment is located in the arm 116. Simultaneously, any other operating light source (e.g. an LED producing visible or very near infrared light) is turned off.
  • a brief period e.g. 1/60 second
  • any other operating light source e.g. an LED producing visible or very near infrared light
  • Total absorbance of the transilluminating light ( ⁇ 0 - a
  • At ⁇ t Atj ssue + A ven + Ap U
  • At jssue and A ven are virtually constant during systole and diastole, so A pu
  • Apulse at anv particular wavelength is also equal to the sum of the absorbances due to all of the substances present in the pulsatile arterial blood that absorb at that wavelength:
  • se A x + A y + A z + ....
  • the results of the calculation may be compared to a reference.
  • References can be derived from a variety of sources, one example of which is a compilation of data from one or more subjects with known or determined levels of blood components.
  • this configuration is used when the substance of interest absorbs very strongly at a particular wavelength relative to all other substances expected to be present in blood, as, for example, with hemoglobin (Hb) at a wavelength of 548 nm (.548 ⁇ m), an isobestic point for oxy-, carboxy-, and reduced hemoglobins.
  • Hb hemoglobin
  • 548 nm 548 nm
  • isobestic point for oxy-, carboxy-, and reduced hemoglobins.
  • the average rates of change (first derivatives with respect to time) of distance and light absorbance during periods of time that coincide with the steep phases of the linear- and photo- plethysmograms could be used in place of p U ⁇ se an Ap U
  • an alternative LED could be used, one emitting at e.g.
  • an alternative LED could be used, one emitting at e.g. 586 nm (e.g. the yellow LED made by Hewlett-Packard, part # HSMYR661/R761), a wavelength that is isobestic for oxy- and reduced hemoglobins, but is absorbed to a much lesser degree by carboxyhemoglobin and met-hemoglobin.
  • hemoglobin analyzer could be combined with standard, currently available pulse oximetry technology, using two wavelengths, 660 nm and 940 nm, to measure oxygen saturation, as well as hemoglobin, allowing arterial oxygen content (hemoglobin concentration (gm/dl) times fractional oxygen saturation times 1.34 ml/gm) to be determined.
  • the device would overestimate arterial oxygen saturation, and therefore arterial oxygen content, in subjects with high levels of carboxyhemoglobin.
  • reduced hemoglobins could be discriminated; if three wavelengths are used, oxy-, carboxy-, and reduced hemoglobins could be discriminated; if four wavelengths are used, oxy-, carboxy-, met-, and reduced hemoglobins could be discriminated; and if five wavelengths are used, oxy-, carboxy-, met-, sulf-, and reduced hemoglobins could be discriminated.
  • This configuration would be used when only a weak absorption peak at a particular wavelength ⁇
  • a second (reference) wavelength ( ⁇ 2) with relatively low absorption by the substance of interest and by all other substances expected to be present in blood would also be studied.
  • An example is glucose, which has a relatively weak absorption peak at 9.6 ⁇ m (9600 nm), but one that is specific to glucose, as compared to hemoglobin and plasma proteins. Zeller H, Novak P, Landgraf R., Blood Glucose Measurement by Infrared Spectroscopy, Intl J Artif Org 12:12-35, 1989.
  • a pulse 9.6 ((t ⁇ lu l ' apulse) ' ( e glu9.6 'e glu8.4)) + k - (where €g
  • the light sources would be switched on and off quickly enough so that the absorbance measurements at systole and diastole occur at essentially the same times for both wavelengths.
  • light path length data would be separately collected at the appropriate times to be related to each wavelength (e.g. ⁇ pu
  • Interfering substances present When a single interfering substance is present at the optimal wavelength to detect a substance, a third wavelength is used to correct for the presence of the interfering substance.
  • An example is glucose and hemoglobin at a wavelength of 9.02 ⁇ m, a stronger peak for glucose than is 9.6 ⁇ m but one at which hemoglobin also absorbs. This calculation is shown in Figure 5.
  • a pulse 8.4 ⁇ (t ⁇
  • Bilirubin has a strong absorption peak around 420 nm, but hemoglobin absorbs substantially at that wavelength As described above, bilirubin could be measured using two wavelengths, approximately 420 nm to detect bilirubin (without the need for a reference wavelength) and 548 nm (or 506, 521 , 569, or 586 nm as discussed above) to correct for the presence of hemoglobin.
  • the concentration of the appropriate blood component is calculated from one of the regression equations derived as described above. Data are averaged over the period of time required to generate reliable average data, e.g. over every thirty to sixty seconds, or every 50 to 100 pulses.

Abstract

A non-invasive blood component analyzer using spectrophotometry, with systole/diastole corrections for tissue absorbance, and with built-in monitoring of light path length to allow its accurate use in subjects with widely varying finger size and/or varying pulse amplitude. Blood components that are able to be analyzed include oxy-hemoglobin, total hemoglobin, bilirubin, glucose, hormone levels and a variety of drugs.

Description

NON-INVASIVE BLOOD COMPONENT ANALYZER BACKGROUND OF THE INVENTION
1. Field of the Invention: The present invention is directed to a non-invasive device and method for analyzing the concentration of blood components, including oxygen saturation, bilirubin, hemoglobin, glucose, hormones and a variety of drugs.
2. Description of the prior art:
Analysis of blood components is regularly required in hospitals, emergency rooms, doctors' offices, and in patients' homes (in the case of blood glucose analysis for example), for a variety of diagnostic purposes and to monitor therapy. In most cases, blood is obtained by venipuncture or finger prick, which raises small but important concerns regarding pain and the potential for transmission of infectious disease, such as viral hepatitis and human immunodeficiency virus (HIV) infection. The pain associated with blood drawing often inhibits patient compliance with prescribed blood testing, leading to potentially dangerous consequences of undiagnosed disease. Also, the need for trained technicians to draw and handle blood contributes to the high cost of medical care. Furthermore, blood testing procedures take time, which often delays diagnosis. Finally, for practical reasons, blood testing can be done only at intervals, providing only "snap-shot" data regarding the blood component of interest. Under some circumstances, as for example during the assessment of blood losses due to gastrointestinal hemorrhage or during the assessment of the response to hemodialysis, to the treatment of diabetic ketoacidosis, or to the treatment of acute intoxications, it would be desirable to monitor the concentration of one or more blood components continuously. Blood tests are often performed in "panels;" that is, a number of tests is run on a single drawn blood sample. However, there are also clinical circumstances in which only a single or a small number of tests are required, or when a single test must be performed repeatedly over time. In such cases, noninvasive tests that do not require blood drawing would be particularly useful.
An example of a currently available noninvasive test is pulse oximetry, which measures the adequacy of saturation of arterial blood hemoglobin with oxygen. Mendelson Y., Pulse Oximetry: Theory and Applications for Noninvasive Monitoring, Clinical Chemistry 38:1601-7, 1992; Hanning CD, Alexander-Williams JM., Pulse Oximetry: A Practical Review, BMJ 311 :367-70, 1995; Severinghaus JW and Kelleher JF., Recent developments in pulse oximetry, Anesthesiology 76: 1018-38, 1992; Corenman et al., U.S. Patent No. 4,934,372; Edgar et al., U.S. Patent No. 4,714,080; Zelin, U.S. Patent No. 4,819,752; and Wilber, U.S. Patent No. 4,407,290. Oximeters have become indispensable for screening patients for life-threatening hypoxemia and for monitoring patient safety during procedures such as surgery and childbirth. Oximeters reliably report the relative arterial oxygen level (percent of the maximum that can be carried by the available hemoglobin), but they cannot measure absolute oxygen content of the blood, because their readings are independent of hemoglobin concentration.
In pulse oximeters, light produced by two light-emitting diodes (LEDs) at approximately 660 nm (red) and 940 nm (infrared) are alternately passed through the subject's finger, toe, or ear (or other well-perfused tissue), and the transmitted light is measured by a rapidly-responding photodetector. The light that is not transmitted to the photodetector is absorbed by the finger or is scattered out of the range of the photodetector. The amount of absorbance depends on tissue density and the amount and character of the blood (venous and arterial) that is present in the light path. At each of the two wavelengths, the resulting time-varying measurement of light intensity for the wavelength, termed "photoplethysmography," is roughly inversely proportional to finger volume, which varies with the arterial pulse.
Changes in absorbance (A) are caused by changes in the amount of blood present in the light path, assumed to be primarily changes in the amount of arterial blood due to the arterial pulse. Because absorbance of oxy-hemoglobin differs for light at the two wavelengths, a ratio of change in absorbance of red to change in absorbance of infrared light can be used to measure oxy-hemoglobin percentage. In practice, transmittance (T = 10" A) js measured from each of the photoplethysmograms, absorbance (A = log 1/T) is calculated, and the change in absorbance with the arterial pulse is calculated for each wavelength studied. The two changing absorbances are then electronically divided, and after inconsistent data points are discarded, the ratios are averaged to yield an average ratio of red/infrared absorbance change. The average ratio is then multiplied by a correction factor, which has been empirically determined for each instrument by comparison with oxy-hemoglobin levels measured by a co-oximeter in arterial blood samples in normal subjects with varying levels of oxyhemoglobin produced as a result of breathing gases with varying fractions of inspired oxygen (Fiθ2).
Commercial pulse oximeters used to measure the amount of arterial blood oxygen saturation (Saθ2) are available from the following manufacturers: BCI International, Biochem International, Inc., Criticare Systems, Inc., Datascope Corp., Datex Instrumentation Corp., Gambro Engstrom A.B., Invivo Research, Inc., Kontron Instruments, Life Care
International, Inc., MSA, Medical Research Laboratories, Minolta Camera Co., Ltd., Nellcor-Puritan-Bennett, Nippon Colin Co., Ltd., Nonin Medical Systems, Inc., Ohmeda, Inc., Palco Labs, PhysioControl, Respironics, Inc., Sensor Medics Corp., Siemens Medical Systems, Inc., Simed Corp. and Spectramed, Inc.
Pulse oximeters can be controlled with various software packages, including those made by EMG Scientific. Signal processing apparatus, such as that disclosed in U.S. Patent No. 5,490,505, can be used to process the signals generated by a pulse oximeter. Prior designs of pulse oximeters used to measure arterial oxygen saturation are well known. For example, U.S. Patent No. 4,653,498 to New, Jr. et al. (1987) describes a display monitor for use with a pulse oximeter of the type wherein light of two different wavelengths is passed through body tissue, such as a finger, an ear or the scalp, so as to be modulated by the pulsatile component of arterial blood therein and thereby indicates oxygen saturation. Similarly, U.S. Patent Nos. 4,621 ,643 (1986), 4,700,708 (1987) and 4,770,179 (1988), all to New, Jr. et al., describe disposable probes for use with pulse oximeters.
U. S. Patent No. 5,810,723 to the same inventor as the instant application, which will issue on September 22, 1998 from copending application number 08/759,582, is entitled Non-Invasive Carboxyhemoglobin Analyzer. In that patent an apparatus and method is disclosed which allows the non-invasive monitoring of a subject's carboxyhemoglobin level, thereby allowing the detection of possible carbon monoxide poisoning. The subject breathes oxygen to lower his reduced hemoglobin level to approximately 0%, thus allowing the detection and differentiation between oxy- and carboxyhemoglobin by modification of a conventional pulse oximeter.
Noninvasive monitors of bilirubin are also available, especially for following the course of neonatal jaundice. See Linder N, Regev A, Gazit G, Carplus M, Mandelberg A, Tamir I, Reichman B., Noninvasive determination of neonatal hyperbilirubinemia: standardization for variation in skin color; Am J Perinatology 11 :223-5, 1994. Usually, the absorbance by a body part of light near the peak absorption of bilirubin is monitored. Bilirubinometers are generally calibrated by comparison with measured blood bilirubin in the infant to be monitored. Without such calibration, the varying amounts of tissue and blood in the light path limits the accuracy of the measurements. Thus, at least one blood sample is required.
Examples of other blood tests that are often done alone and/or must be repeated at frequent intervals include: blood hemoglobin or hematocrit measurements for patients with known or suspected anemia, actively hemorrhaging from disease or surgery, and/or undergoing transfusion therapy; glycosylated hemoglobin levels in diabetic patients to assist in assessing adequacy of blood glucose control; blood glucose levels in patients with diabetes or suspected hypoglycemia, for diagnosis of hyper- or hypo-glycemia or for monitoring the effectiveness of insulin or oral hypoglycemic therapy; thyroid hormone levels in persons with hyper- or hypothyroidism; ethanol levels in patients suspected of ethanol intoxication; and a variety of drug and drug metabolite levels (e.g. digoxin, theophyiline, dilantin, morphine, benzodiazepines, anabolic steroids) in patients undergoing therapy or suspected of being intoxicated with such drugs.
Noninvasive monitors for glucose, ethanol, and other blood components have been suggested, but have not proven to be feasible, accurate, and/or economically viable. Zeller H, Novak P, Landgraf R, Blood Glucose Measurement By Infrared Spectroscopy, Intl J Artif Org 12:12-35, 1989. Examples include the device described by March in U.S. Patent No. 3,958,560, which measures glucose in the cornea of the eye by determining the rotation of reflected polarized infrared light. Although it does not require blood drawing, March's technique is cumbersome and uncomfortable for patients and not suitable for routine monitoring.
The techniques of Hutchinson, U.S. Patent No. 5,009,230; Dahne et al., U.S. Patent No. 4,655,225; Mendelson et al., U.S. Patent No. 5,137,023; Rosenthal et al., U.S. Patent No. 5,028,787; Schlager et al., U.S. Patent No. 4,882,492; U.S. Patent No. 5,638,816, Kiani-Azarbayjany, et al.; and Purdy et al., U.S. Patent No. 5,360,004 use near infrared light (<2.5 cm wavelength) to assess glucose or other blood components. All suffer from inaccuracies due to the relatively weak absorption bands of glucose in the near infrared spectrum, from overlapping absorption from water, proteins, or other blood components, and especially from varying amounts of blood and tissue in the optical path. Some improve their resolution by using pulsatile flow or displacement of blood as in Dahne et al., and Mendelson et al. to provide a subtractable background, but problems with varying and unknown blood path-length persist. Braig et al., U.S. Patent No. 5,313,941 describes a device employing mid-infrared light to measure glucose or ethanol, with synchronization of measurements with the cardiac cycle in order to factor out contributions from components of the finger other than arterial blood. Although the use of systole/diastole comparisons help to limit the interfering influences of tissues other than blood, the accuracy of the described instrument also suffers from its inability to take light path length into account. The instrument is calibrated by comparison with blood samples in volunteer subjects, but subjects with varying finger size and/or varying finger blood volume would yield varying results.
Kiani-Azarbayjany, et al., U.S. Patent No. 5,638,816, describes a device that produces larger-scale oscillations in tissue blood volume than occur with arterial pulses and analyzes the variations in near infrared absorbances during such oscillations to measure glucose, various species of hemoglobin, and drug concentrations in blood. However, Kiani fails to account for or measure change in light path length. Kiani's device solves the problem of an unknown light path length by normalizing the measurement of the blood constituent of interest, e.g. glucose, (by absorbance at a specific infrared wavelength) against that of water (at another specific infrared wavelength). However, the use of induced pulsations invalidates the use of this device to measure specifically arterial constituents (e.g. oxyhemoglobin) and may well invalidate the measurements of specifically intravascular compounds (e.g. hemoglobin), because the pulsations are likely to cause variations in the light path length through other-than-vascular tissue. This is an especially severe problem when significant amounts of fatty tissue are present. Furthermore, the need to define and produce light at wavelengths that completely or nearly completely separate water from glucose may make the instrument expensive and unwieldy.
The availability of a simple, inexpensive, non-invasive monitoring device for measuring various other blood components would greatly simplify diagnosis, would lead to more rapid analysis of blood component concentrations and avoid the risk and discomfort of invasive methods of measuring such components. A non-invasive blood component analyzer would likely find a substantial market among hospitals, hospital emergency rooms, community emergency medical services, physician's offices, fire and police departments and the like. An accurate, noninvasive glucose analyzer would find an even greater market for the daily, low-cost, home-based self- monitoring of blood glucose by diabetic patients.
SUMMARY OF THE INVENTION
In accordance with the invention, the above and other objects are met by the present non-invasive monitoring device and methods for analysis of blood components.
The invention described here is a noninvasive blood component analyzer using spectrophotometry, with systole/diastole corrections for tissue absorbance, and with built-in monitoring of light path length to allow its accurate use in subjects with widely varying finger size.
The present invention for analyzing and monitoring blood component concentrations in a patient is a device that simultaneously measures physical dimensions (e.g., linear distance) and the absorbance of visible and/or infrared light at one or more specific wavelengths across the patient's finger, toe, eariobe, or other body part at each of two or more points in the cardiac cycle, e.g., peak systole and nadir diastole. By these measurements and an analysis of differing absorbances and varying light path lengths, the concentration of a particular blood component can be measured and monitored over time. Accordingly, it is an object of the present invention to provide a simple, inexpensive, non-invasive monitoring device for blood components. It is another object of this invention to provide a device and method for simplifying the analysis of the concentration of blood components, including oxyhemoglobin, bilirubin, hemoglobin, glucose, hormones, and a variety of drugs, among others. Another object of this invention is to provide a device and method for the analysis of blood components that can be used in hospitals, emergency rooms, doctors' offices and in patients' homes.
Yet another objective of the present invention is to provide a device and method for analyzing blood components that eases diagnosis and monitors therapy, and if so desired, can be performed by the patient.
Another object of the present invention is to provide a device and method for analyzing blood components that does not require the drawing of blood samples, thereby avoiding discomfort to the patient, the potential for transmission of infectious diseases, and which enhances patient compliance with blood testing.
BRIEF DESCRIPTION OF THE DRAWINGS
Preferred embodiments of the non-invasive blood component analyzer of the present invention are described in detail below with reference to the drawings wherein:
Figure 1 is a drawing of an embodiment of the inventive noninvasive blood component analyzer.
Figure 2 is a detailed cutaway view of the detector portion of an alternative embodiment of the inventive non-invasive blood component analyzer.
Figure 3 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when the substance of interest absorbs very strongly at a particular wavelength relative to all other substances expected to be present in blood. (Example
I)
Figure 4 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when there is only a weak absorption peak for the substance of interest, i.e., in the case of the measurement of glucose concentration. (Example II) Figure 5 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when a single interfering substance is present at the optimal wavelength. (Example III)
Figure 6 is a flow chart delineating the steps of a sample method claimed for measuring blood component concentrations when a single interfering substance is present at the optimal wavelength, but no reference wavelength is needed, such as in the case of the measurement of bilirubin concentration. (Example IV)
DETAILED DESCRIPTION OF PREFERRED EMBODIMENTS
As will become readily apparent to those skilled in the art, although the illustrations in the drawings and the description describe use of a novel non-invasive blood component analyzer, the various features described can be used alone or in combination with other features without departing from the scope of the invention set forth below in the claims.
As shown in Figure 1 , the inventive blood component analyzer 10 is made up of a base 12 which is adapted to accept the patient's finger 14 and holds the finger 14 in place by a means such as a groove, clamp or strap (not shown). The base 12 can be modified to accept and hold (or contour to) a patient's toe or ear or other well-perfused tissue, as will be recognized by one skilled in the art. Firmly embedded in base 12 is arm 16 which is adapted for holding a device for measuring one or more physical characteristics of the tissue, such as a linear displacement transducer 18 (e.g. the miniature displacement transducer made by Solartron Metrology, Buffalo, NY) preferably placed against the patient's fingernail 14a or toenail. The displacement transducer 18 is connected to a microprocessor and display unit (not shown) by lead 20a. The microprocessor and display unit may be embedded in the base 12 or alternatively, the lead 20a can run to an external microprocessor and display unit. The transducer 18 must be adjustable to accommodate digits of varying sizes. This can be accomplished by various mechanical means, which will be recognized by those skilled in the art. The arm 16 is also adapted to hold one or more light-emitting diodes (LEDs), lasers, or other light sources, 22 to produce light at narrow bands of wavelengths in the visible or near-infrared range, depending on the application. The light source 22, preferably should be located as close as possible to the tip 24 of the transducer 18, in order to ensure that both the light source 22 and the transducer 18 are measuring the same tissue path. Further, the arm 16 or light source 22 should be adjustable as discussed above. The intensity of the light source 22 is controlled by the micro processor via a lead 20b. The light source 22 is positioned so as to transilluminate the subject's digit 14 or any other body part in which light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood.. Alternatively, if the light source 22 is too bulky to be conveniently placed next to the subject's digit 14 or other tissue or too hot to be safely placed next to the tissue, it can be positioned at some distance from the tissue on one end of a fiberoptic lightguide, the other end of which is positioned next to the body part 14 alongside the transducer 18.
Light transmitted through the digit 14 is measured by one or more rapidly-responding photodetectors 30. As will be recognized by one skilled in the art, the photodetector 30 and the light source 22 can be alternatively placed in either the base 12 or the arm 16 of the analyzer 10. It is preferred to shield the photodetector 30 from ambient light. The output from the photodetector 30 is transmitted to the microprocessor via lead 20c. The photodetector 30 output is amplified, digitized at 100-500 Hz by an analog-digital converter, analyzed by a microprocessor, and stored as digital files. The microprocessor performs the necessary calculations for this information. A personal computer or some other device for computing can be substituted for the dedicated microprocessor as will be readily recognized by those skilled in the art. When it is necessary to produce light only in the visible or very near infrared range (approximately 500-1 ,000 nm), as for measurements of hemoglobin or bilirubin, LEDs are the simplest, most compact, and least expensive option to serve as the light source. Alternatively, an incandescent lamp modified by filters could also be used in the visible range. In the case of near-infrared light, a modified CO2 laser, emitting over a narrow band within the 9,000-10,500 nm range, while expensive, is the simplest option. An alternative is to produce a broad band of infrared emissions using a heater coil, and to narrow the emission band using etalons 152 interposed between the heater coil and the digit (or between the heater coil and one end of a lightguide, the other end of which is positioned next to the digit). Because of the risk of skin or tissue thermal injury from excessive exposure to infrared energy when infrared energy at wavelengths greater than approximately 1 ,200 nm are used, an electromechanical shutter 152 (e.g. Melles-Griot electronic shutter) is interposed between the light source 22 and the digit 14. The shutter is kept closed except for brief (approximately 1/60 sec) periods when photoplethysmographic measurements are required. It will be appreciated by those skilled in the art, both now and as the art progresses, that less risky or costly options can be used.
The linear distance between the light source 22 and the photodetector 30 is monitored with 0.2 - 0.5 μm resolution by the transducer 18. Alternatively, length is measured by a pair of opposing piezoelectric crystals (e.g. the sonomicrometer made by Triton Technologies, Inc., San Diego, CA), sited next to the light source(s) and the photodetector(s). One piezoelectric crystal is electrically excited to generate ultrasonic vibrations and the other piezoelectric crystal measures linear distance between the two by the duration between emission and receipt of the ultrasound signal. Because ultrasound waves do not travel well through bone, sonomicrometers are most suitable for measuring light path length in tissue that does not contain bone, e.g. eariobe, rather than fingertip. A third alternative for measuring length is by a magnetometer, consisting of a pair of coils sited next to the light source(s) and the photodetector(s); one coil generates a magnetic field and the other detects changing magnetic fields and measures linear distance between the two coils by the strength of the detected magnetic field.
The result of any of these 3 approaches to measuring the distance between the light source and the base is a "linear plethysmogram" of the fingertip or other body part. The length data are digitized at 100-500 Hz and stored along with the photodetector data. Of course, those skilled in the art will recognize that other physical characteristics, such as circumference of a digit and the changes in circumference, may also be used. For some applications, e.g., the measurement of hemoglobin, only a single light source 22 emitting at a single wavelength in the visible range will be necessary. In other cases, as for the measurement of glucose, at least two wavelengths, both in the near-infrared range, will be required. In such cases, depending on the type of light source used, interposed bandpass filters (e.g. interferometers or etalons supplied by Melles-Griot Photonics Components, Irvine, CA) may be used to modify the light produced by the light source.
Turning now to Figure 2, an alternative embodiment is illustrated for cases in which there is no single wavelength that is strongly absorbed by the compound of interest and by no other compounds expected to be present in arterial blood, such as measuring glucose levels in the subject's blood. In Figure 2, a single broad-band source 122 is used, and two or more bandpass filters 150 are alternately interposed between the light source and the digit 14 or other tissue, using a rotating or oscillating filter holder 152. Alternatively, two or more separate sources are used, placed adjacent to each other so that the light paths traversed by light from all of the sources to the detector are substantially identical. In this embodiment the two or more light sources are alternately switched on or with their emissions alternately blocked using electromechanical shutters (e.g., Melles-Griot electronic shutter).
When two or more different infrared wavelengths (>1200 nm) are to be investigated, appropriate bandpass filters 150 are sequentially interposed between the digit 114 and the light source 122 for brief periods of time, e.g., 10-20 msec each, by means of a rotating filter holder 152. In another embodiment, two or more light sources are used, alternately switched on for brief periods of time, e.g. 10 msec, or with their emissions alternately blocked by shutters. The photodetector 130 output is monitored during periods of time separately identified as occurring during exposure to each wavelength. For each systole or diastole, average transmittance (T) at each of the relevant wavelengths and average light path length (£) are recorded/computed, and absorbance (A) is calculated as A= log 1/T. In the embodiment of Figure 2, where the analyzer 10 is specially adapted to measured substances such as glucose, which requires two or more wavelengths of infrared light, the light source 122 is preferably a heater coil, which in this embodiment is preferably located in base 112. In this case, there is a risk of thermal injury from excessive exposure to heat or infrared energy. In order to reduce exposure of the tissue to IR energy, interposed between the light source 122 and the digit 114 is a electromechanical shutter 152. The shutter 152 is opened for a brief period, e.g. 1/60 second, allowing infrared light to be passed through the digit 114 and detected by the photodetector 130, which in this embodiment is located in the arm 116. Simultaneously, any other operating light source (e.g. an LED producing visible or very near infrared light) is turned off.
Measurements of absorbance of visible or infrared light at one or more specific wavelengths are made across a digit 14, eariobe, or other vascularized tissue at each of two points in the cardiac cycle, near peak systole and near nadir diastole. Simultaneously, the linear distance change due to the influx of arterial blood into the finger 14, or other tissue (£ pU|se) is measured/computed as the difference between distance at the same two points in the cardiac cycle, e.g. peak systole (£ svst) and nadir diastole (£ diast). 1 • ^pulse = *syst " ^diast-
The absorbance difference at each wavelength Apu|se is equal to the systolic - diastolic differences in total tissue absorbance: 2- ApU|se = ASyst - Afjjasf.
Total absorbance of the transilluminating light ( ^0 -a|), either at systole or diastole, is the sum of three components: the absorbance by non-blood tissues of the finger (Atjssue), the absorbance by blood present at diastole (called "venous blood" for convenience) (Aven), and absorbance by arterial blood infusing into the finger during systole (Apu|se):
3- Atøt = Atjssue + Aven + ApU|se.
The sum of Atjssue and Aven is virtually constant during systole and diastole, so Apu|se is the absorbance change due to arterial blood infusing into the finger.
Apulse at anv particular wavelength is also equal to the sum of the absorbances due to all of the substances present in the pulsatile arterial blood that absorb at that wavelength: Apu|se = Ax + Ay + Az + .... Four configurations of the invention are described, depending upon the strength of the absorption peak used to make the measurement and the presence or absence of interfering substances absorbing at the same wavelength as the substance of interest.
In each of the computations, the results of the calculation may be compared to a reference. References can be derived from a variety of sources, one example of which is a compilation of data from one or more subjects with known or determined levels of blood components.
Example I.
Strong absorption peak, without interfering substances. As shown in Figure 3, this configuration is used when the substance of interest absorbs very strongly at a particular wavelength relative to all other substances expected to be present in blood, as, for example, with hemoglobin (Hb) at a wavelength of 548 nm (.548 μm), an isobestic point for oxy-, carboxy-, and reduced hemoglobins. (See, Siek TJ, Rieders F., Determination of Carboxyhemoglobin in the Presence of Other Blood
Hemoglobin Pigments By Visible Spectrophotometry, J Forensic Sci 29:39- 54, 1984.) First, two points for analysis are determined, optimally peak systole and nadir diastole. For example, after approximately ten peaks and nadirs of the linear plethysmogram have been identified by the microprocessor, the mean durations between sequential peaks and nadirs are calculated and the times of occurrence of the next peak (systole) and nadir (diastole) are thereby predicted and selected for analysis during subsequent pulses. Since absorbance at .548 μm is proportional to hemoglobin concentration and light pulse length, we can say: - Apulse .548 = tHb] ' €Hb.548 ^pulse where |-|b 548 is tne absorptivity of hemoglobin at 548 nm and pu|se is that portion of the light path length that is occupied by pulsatile arterial blood. Rearranging terms,
5. [Hb] = Apu|se 548/(€Hb 548 apulse) To calibrate the instrument, known concentrations of the substance of interest measured from conventional tests on drawn blood from a number of subjects with widely varying test results would be correlated with the ratio of (ApU|se.548^pulse)' usin9 linear or nonlinear regression analysis, with or without data transformation, as required. Alternatively, if no single regression formula accurately predicts [Hb] from the N-β ratio data over the entire range of A/£ values, then separate regressions would be performed over various ranges of Al£ data. Subsequently, to use the instrument noninvasively, the derived regression formula or formulae would be used to calculate the concentration of the substance of interest. Thus, the ratio of systoiic-diastolic absorbance divided by the systolic - diastolic difference in length can be calibrated to measure hemoglobin concentration, virtually independent of the type and amount of tissue present.
Alternatively, the average rates of change (first derivatives with respect to time) of distance and light absorbance during periods of time that coincide with the steep phases of the linear- and photo- plethysmograms could be used in place of pU\se an ApU|se-
For practical purposes, since there is no currently available LED emitting at 548 nm, an alternative LED could be used, one emitting at e.g. For practical purposes, since there is no currently available LED emitting at 548 nm, an alternative LED could be used, one emitting at e.g. 586 nm (e.g. the yellow LED made by Hewlett-Packard, part # HSMYR661/R761), a wavelength that is isobestic for oxy- and reduced hemoglobins, but is absorbed to a much lesser degree by carboxyhemoglobin and met-hemoglobin. It would provide reasonably accurate estimates of total hemoglobin concentrations in all subjects except those rare patients with very high carboxyhemoglobin (or met- hemoglobin) levels, and it would provide accurate estimates of acute changes in hemoglobin (e.g. hemorrhage), even in such patients.
Another alternative is that the proposed hemoglobin analyzer could be combined with standard, currently available pulse oximetry technology, using two wavelengths, 660 nm and 940 nm, to measure oxygen saturation, as well as hemoglobin, allowing arterial oxygen content (hemoglobin concentration (gm/dl) times fractional oxygen saturation times 1.34 ml/gm) to be determined. As with currently available pulse oximeters, the device would overestimate arterial oxygen saturation, and therefore arterial oxygen content, in subjects with high levels of carboxyhemoglobin. For that reason, improved estimates of arterial oxygen content would result if very narrow wavelength bands centered around 548 nm and 578 nm were used; both are isobestic for carboxy- and reduced hemoglobins, but 548 nm is isobestic for all three major species of hemoglobin, while 578 nm absorbs oxyhemoglobin more strongly than either carboxy- or reduced hemoglobin. Thus, the 548 nm wavelength would be used to measure total hemoglobin and the comparison of absorbance at 578 nm with that at 548 nm would allow calculation of oxyhemoglobin. Addition of a third wavelength (e.g. 597 nm, isobestic for oxy- and carboxy-hemoglobins, but absorbing reduced hemoglobin more strongly), would allow separate calculation of reduced and carboxy- in addition to oxy-hemoglobin levels. Similarly, light sources emitting at wavelengths of 506, 521 , or 569 nm, all isobestic for reduced and oxyhemoglobins, could be used in place of the 548 nm emitter. reduced hemoglobins could be discriminated; if three wavelengths are used, oxy-, carboxy-, and reduced hemoglobins could be discriminated; if four wavelengths are used, oxy-, carboxy-, met-, and reduced hemoglobins could be discriminated; and if five wavelengths are used, oxy-, carboxy-, met-, sulf-, and reduced hemoglobins could be discriminated.
Example II.
Weak absorption peak, without interfering substances.
This configuration would be used when only a weak absorption peak at a particular wavelength λ<| exists for the substance of interest. In such cases, a second (reference) wavelength (λ2) with relatively low absorption by the substance of interest and by all other substances expected to be present in blood would also be studied. An example is glucose, which has a relatively weak absorption peak at 9.6 μm (9600 nm), but one that is specific to glucose, as compared to hemoglobin and plasma proteins. Zeller H, Novak P, Landgraf R., Blood Glucose Measurement by Infrared Spectroscopy, Intl J Artif Org 12:12-35, 1989. The difference between absorbance at 9.6 μm and absorbance at a reference wavelength of 8.4 μm (8400 nm) would allow relatively good separation of glucose from plasma proteins and hemoglobin. The calculation is set forth in Figure 4. In this case, since the total absorbance difference between the two wavelengths will be relatively independent of the concentration of substances other than glucose,
6- Apulse 9.6 " Apulse 8.4 = ((tølul ' apulse) ' (eglu9.6 'eglu8.4)) + k- (where €g|ug.6 and €g|U8.4 are absorptivities of glucose at 9.6 and 8.4 μm, respectively, and k is a small and, for practical purposes, constant term due to differences in absorbance of water and other blood components between 9.6 and 8.4 μm).
Rearranging terms, 7 [glu] = (ApU|se 9.6 " Apulse 8.4 " kV( apulse ' (eglu9.6 -£glu8.4))- If we express Apu|se 9.6-8.4 = A pulse 9.6 " ApU|se 8.4- k1 = 1 (eglu9.6 - eglu8.4)- and k2 = k/(εg|ug.6 -eg|U8.4)- then
8. [glu] = (k Apu|se9.6-8.4 apulse) - (k2 apulse)- The absorbances are calculated from measured transmittances. ^pu|se 's measured, and k^ and _ are constants that can be empirically determined by comparison with standard measurements.
To calibrate the instrument, known concentrations of the substance of interest measured from conventional tests on drawn blood would be correlated with two variables: (Apu|se 9.6-8.4 apulse) and (1/^pu|Se). using multiple regression analysis, with or without data transformation, as required. Alternatively, if no single regression formula accurately predicts [Glu] over the entire range of absorbance and length values, then separate regressions would be performed over various ranges of M£ or absorbance data. Subsequently, to use the instrument noninvasively, the derived regression formula or formulae would be used to calculate the concentration of the substance of interest.
Optimally, the light sources would be switched on and off quickly enough so that the absorbance measurements at systole and diastole occur at essentially the same times for both wavelengths. Alternatively, if the unavoidable differences in timing of absorbance measurements result in significant errors in prediction of the concentration of the substance of interest, then light path length data would be separately collected at the appropriate times to be related to each wavelength (e.g. ^pu|se 9.6 an( apulse 8.4) and the regression analysis would be carried out using three variables: (Apu|se 9.6 apulse 9.6) - (Apulse 8.4 apulse 8.4)- 1 /^pulse 9.6- and 1/^puise 8.4
Example III.
Interfering substances present. When a single interfering substance is present at the optimal wavelength to detect a substance, a third wavelength is used to correct for the presence of the interfering substance. An example is glucose and hemoglobin at a wavelength of 9.02 μm, a stronger peak for glucose than is 9.6μm but one at which hemoglobin also absorbs. This calculation is shown in Figure 5. 9- Apulse 9.02 " Apulse 8.4 = {(tø|ul apulse) ' (glu-9.02 glu-8.4)} +
{([Hb] J?pulse) (^9.02 " eHb8.4» + k
But, as noted above, [Hb] = Apu|se .548 (eHb.548 ' apulse)- Substituting for [Hb]:
10. pU|se g 02 - Apu|Se 8.4 = {(fe|u- apulse) " (eglu9.02 " €glu8.4)> + {(Apulse.548/€Hb.548) ' (Hb9.02 - εHb8.4)} + k Rearranging terms,
11 [glu] = Apu|se g 02 - Apu|se 8.4 - k " {(A pulse .548Hb.54δ) ' (eHb9.02 " eHb8.4)) V apulse ' (eglu9.02 " €glu8.4)
All of the absorptivities are constants. If we express Apu|se 9 02-8 4 = (Apulse 9.02 " A pulse 8.4). k1 = 1 /(glu 9.02 " eglu 8.4)- k2 = (eHb9.02 - Hb8.4) < (Hb.548 " (eglu9.02 " eglu8.4)>- and k3 = k/(εgiu9.02 - £glu8.4)- then
12. [Glu] = (k1 . ApU|se 9.02-8.4^pulse) " (k2 • ApU|Se.548 apulse) "
(k3 apulse) To calibrate the instrument, known concentrations of the substance of interest measured from conventional tests on drawn blood would be correlated with three variables: (ApU|se g 02-8.4 apulse).
(Apulse.548^pulse) and (1/-?pu|se). using multiple regression analysis, with or without data transformation, as required. Alternatively, if no single regression formula accurately predicts [Glu] over the entire range of absorbance or length values, then separate regressions would be performed over various ranges of absorbance or length data. Subsequently, to use the instrument noninvasively, the derived regression formula or formulae would be used to calculate the concentration of the substance of interest.
Thus, for this configuration, physical measurements such as linear distance changes and absorbance changes at each of three different wavelengths, in this example, 0 548, 8 4, and 9.02 μm, would have to be studied Those skilled in the art will recognize that many other sets of wavelengths could be used Furthermore, the use of first derivative spectroscopy would improve the accuracy of the technique As in example II, it might be necessary to measure pu|se separately for each of the three wavelengths, making the calculations slightly more complex, as outlined above.
Example IV Interfering substance at strong absorption peak
Another example of a substance that could be measured after correction for the presence of an interfering substance is bilirubin. Bilirubin has a strong absorption peak around 420 nm, but hemoglobin absorbs substantially at that wavelength As described above, bilirubin could be measured using two wavelengths, approximately 420 nm to detect bilirubin (without the need for a reference wavelength) and 548 nm (or 506, 521 , 569, or 586 nm as discussed above) to correct for the presence of hemoglobin.
1 3 Apu|Se 42 = M apulse εb.42) + (fHb] apulse Hb.42) + k But, as noted above, [Hb] = ApU|se.548 ! (apulse ' eHb.54δ)
Substituting for [Hb],
14 ApU|se 42 = ([blh] apulse eb.42) + (A pulse.548 Hb.42 7 eHb.54δ) + k Rearranging terms,
15 [bill] = {Apuise 42 " (Apulse.548 £Hb.42 /€Hb.54δ) " k> apulse £ 42) If we express ki = 1/€42, 2 = CHb 42 £Hb 548 eb.42)> and k3 = k/
C .42' then
16 [bill] = (k-| ApU|se 42^pulse) - (k2 Apu|Se.548 ^pulse)-
( 3^pulse)
To calibrate the instrument, known concentrations of the substance of interest measured from conventional tests on drawn blood would be correlated with three variables:
Figure imgf000022_0001
Apulse.548 apulse- and M£pU\se, using multiple regression analysis, with or without data transformation, as required. Alternatively, if no single regression formula accurately predicts the substance of interest over the entire range of absorbance and length values, then separate regressions would be performed over various ranges of Λl£ or absorbance data. Subsequently, to use the instrument noninvasively, the derived regression formula or formulae would be used to calculate the concentration of the substance of interest.
Again, as in examples II and III, it might be necessary to measure apulse separately for each of the wavelengths. For each of the above configurations, the concentration of the appropriate blood component is calculated from one of the regression equations derived as described above. Data are averaged over the period of time required to generate reliable average data, e.g. over every thirty to sixty seconds, or every 50 to 100 pulses. Although an exemplary embodiment of the invention has been described in detail above, those skilled in the art will readily appreciate that many additional modifications are possible in the exemplary embodiment without materially departing from the novel teachings and advantages of the invention. Accordingly, all such modifications are intended to be included within the scope of the invention as defined in the following claims.

Claims

WHAT IS CLAIMED IS:
1. A non-invasive method for measuring the concentration of a blood component in a subject's blood, said method comprising the steps of: a. providing at least one light source for directing light of at least one wavelength through a tissue of the subject in which light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood; b. providing at least one detector for detecting the portion of the light not absorbed by the tissue of the subject; c. measuring the absorbance of the light at the at least one wavelength by the tissue at both the systolic and diastolic phase of the pulsatile flow; d. determining a physical dimension of said tissue at both the systolic and diastolic phase of the pulsatile flow; e. calculating a ratio of the change in light absorbance between the systolic and diastolic phase divided by the change in the physical dimension of said tissue between the systolic and diastolic phase; f. determining the concentration of the blood component by comparing the ratio calculated in step (e) to a reference.
2. The method of claim 1 , wherein the light source emits light at a wavelength wherein the blood component absorbs strongly relative to all other substances expected to be present in the subject's blood.
3. The method of claim 1 , wherein the blood component is hemoglobin and the wavelength of light is approximately 548 nm.
4. The method of claim 1 , wherein the blood component is hemoglobin and the wavelength of light is approximately 506 nm.
5. The method of claim 1 , wherein the blood component is hemoglobin and the wavelength of light is approximately 521 nm.
6. The method of claim 1 , wherein the blood component is hemoglobin and the wavelength of light is approximately 569 nm.
7. The method of claim 1 , wherein the blood component is hemoglobin and the wavelength of light is approximately 586 nm.
8. The method of claim 1 wherein the light source is a light- emitting diode, a laser, a heater coil, or an incandescent lamp.
9. The method of claim 1 wherein the detector is a photodetector.
10. The method of claim 1 , which the physical dimension of said tissue is the linear distance between the light source and the detector.
11. The method of claim 10 wherein the linear distance between the light source and the detector is measured using a linear displacement transducer, a pair of opposing piezoelectric crystals or a magnetometer.
12. The method of claim 1 wherein the reference is the ratio of the change in light absorbance between the systolic and diastolic phase divided by the change in physical dimension between the systolic and diastolic phase for subjects with known concentrations of the blood component.
13. A non-invasive method for measuring the concentration of a blood component in a subject's blood, said method comprising the steps of: a. choosing a first wavelength of light at which the blood component absorbs light relatively strongly and all other substances expected to be present in the subject's blood absorb light to a lesser degree; b. choosing a second wavelength of light to be used as a reference wavelength, said reference wavelength absorbed at a relatively low level by both the blood component of interest and all other substances expected to be present in the subject's blood; c. providing a first light source for directing light at the first wavelength through a tissue of the subject in which light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood; d. providing a second light source for directing light at the reference wavelength through the tissue of the subject, the second light source either being the first light source adapted to emit light at more than one wavelength or a separate light source located adjacent to the first light source; e. providing at least one detector for detecting the portion of the light of the first wavelength and the light of the reference wavelength not absorbed by the tissue of the subject; f. determining a physical dimension of the tissue at both the systolic and diastolic phases of the subject's pulsatile flow; g. calculating the change in the physical dimension of said tissue between the systolic and diastolic phases of the subject's pulsatile flow; h. measuring the absorbance of light at the first wavelength and the reference wavelength at the systolic and diastolic phases of pulsatile blood flow; i. calculating the change in light absorbance between the systolic and diastolic phases for both the first wavelength and reference wavelength; j. calculating the difference between the changes in absorbances at each of the two wavelengths calculated in step (i); k. calculating a value by applying a formula dividing the difference between the changes in absorbances at the two wavelengths as calculated in step (i) by the change in the physical dimension of said tissue between the systolic and diastolic phases as calculated in step (g);
I. determining the concentration of the blood component by comparing the value calculated in step (k) to a reference.
14. The method of claim 13 wherein step (k) comprises calculating the value by applying an empirically derived regression equation employing two variables, the first variable being the ratio of the difference between the changes in absorbances at the two wavelengths as calculated in step (j) to the change in the physical dimension of said tissue between the systolic and diastolic phases as calculated in step (g) and the second variable being the reciprocal of the change in the physical dimension of said tissue between the systolic and diastolic phases as calculated in step (g).
15. The method of claim 13 wherein said blood component is glucose.
16. The method of claim 15 wherein said first wavelength is approximately 9600 nm.
17. The method of claim 15 wherein said reference wavelength is approximately 8400 nm.
18. The method of claim 13 wherein at least one of said light sources is a heater coil.
19. The method of claim 18 wherein said first and second light sources are the same heater coil and band pass filters are interposed between the heater coil and the tissue.
20. The method of claim 13 wherein at least one of said light sources is a light-emitting diode, laser or incandescent lamp.
21. The method of claim 13 wherein the physical dimension of said tissue is the linear distance between the light sources and the detector.
22. The non-invasive method of claim 21 wherein the linear distance between the light sources and the detector is measured using a linear displacement transducer, a pair of opposing piezoelectric crystals or a magnetometer.
23. The method of claim 13 wherein the reference is a value calculated in accordance with step (k) for reference subjects with known concentrations of the blood component.
24. A non-invasive method for measuring the concentration of a blood component in a subject's blood by light absorbance when an interfering substance absorbs at the optimal wavelength for detecting the concentration of the blood component, said method comprising: a. choosing three wavelengths of light, a first wavelength at which both the blood component and the interfering substance absorb relatively strongly in comparison to all other substances expected to be present in the subject's blood, a second wavelength at which the blood component and the interfering substance absorb differentially, and a third wavelength at which the blood component and the interfering substance absorb at approximately the same low level; b. providing a first light source for directing light at the first wavelength through a tissue of the subject in which light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood; c. providing a second light source for directing light at the second wavelength through said tissue of the subject, the second light source either being the first light source adapted to emit light at more than one wavelength or a separate light source located adjacent the first light source; d. providing a third light source for directing light at the third wavelength through the tissue of the subject, the third light source being either the first or second light sources adapted to emit light at more than one wavelength or a separate light source located adjacent the first and second light sources; e. providing at least one detector for detecting the portion of the light of the first, second and third wavelengths not absorbed by the tissue of the subject; f. measuring the absorbance of light at each of the three wavelengths at the systolic and diastolic phase of pulsatile blood flow; g. calculating the change in light absorbance between the systolic and diastolic phases for each of the first, second, and third wavelengths; h. calculating the difference between the changes in absorbances between the systolic and diastolic phases between the first and second wavelengths; i. determining a physical dimension of said tissue at both the systolic and diastolic phases of the subject's pulsatile flow; j. calculating the change in the physical dimension of said tissue between the systolic and diastolic phases of the subject's pulsatile flow; k. calculating a value by applying a formula employing three empirically derived regression constants and three variables, the first variable being the ratio of the difference between the changes in absorbances between the systolic and diastolic phases at the first two wavelengths as calculated in step (h) to the change in the physical dimension of said tissue between the systolic and diastolic phases as calculated in step (j), the second variable being the ratio of the change in light absorbance between the diastolic and systolic phases for the third wavelength as calculated in step (g) to the change in the physical dimension of said tissue as calculated in step (j), and the third variable being the reciprocal of the change in the physical dimension of said tissue as calculated in step G);
I. determining the concentration of said blood component by comparing the value calculated in step (k) to a reference.
25. The method of claim 24 wherein said blood component is glucose.
26. The method of claim 25 wherein said interfering substance is hemoglobin.
27. The method of claim 25 wherein said first wavelength is approximately 9020 nm.
28. The method of claim 25 wherein said second wavelength is approximately 8400 nm.
29. The method of claim 24 wherein said third wavelength is approximately 548 nm.
30. The method of claim 24 wherein at least one of said light sources is a heater coil.
31. The method of claim 30 wherein said light sources are the same heater coil and band pass filters are interposed between the heater coil and the tissue.
32. The method of claim 24 wherein at least one of said light sources is a light emitting diode, a laser or an incandescent lamp.
33. The method of claim 24 wherein the detector is a photodetector.
34. The method of claim 24 wherein the physical dimension of said tissue is the linear distance between the light sources and the detector.
35. The non-invasive method of claim 34 wherein the linear distance between the light sources and the detector is measured using a linear displacement transducer, a pair of opposing piezoelectric crystals or a magnetometer.
36. The method of claim 24 wherein the reference is a value calculated in accordance with step (k) for reference subjects with known concentrations of the blood component.
37. A non-invasive method for measuring the concentration of a blood component in a subject's blood when an interfering substance absorbs at the optimal wavelength for detecting the concentration of the blood component, said method comprising: a. choosing a first wavelength of light at which the blood component absorbs light relatively strongly in comparison to all other substances expected to be present in the subject's blood and the interfering substance also absorbs light to a substantial degree; b. choosing a second wavelength of light at which the interfering substance absorbs light to a substantial degree; c. providing a first light source for directing light at the first wavelength through tissue of the subject in which the light absorbance of arterial blood can be detected by measuring changes in absorbance during pulsatile flow of blood; d. providing a second light source for directing light at the second wavelength through the tissue of the subject, the second light source either being the first light source adapted to emit light at more than one wavelength or a separate light source located adjacent to the first light source; e. providing at least one detector for detecting the portion of the light of the first wavelength and the second wavelength not absorbed by the tissue of the subject; f. determining a physical dimension of said tissue at both the systolic and diastolic phases of the subject's pulsatile flow; g. calculating the change in the physical dimension of said tissue between the systolic and diastolic phases of the subject's pulsatile flow; h. measuring the absorbance of light for each of the first wavelength and the second wavelength at the systolic and diastolic phases of pulsatile blood flow; i. calculating the change in light absorbance between the systolic and diastolic phases for both the first wavelength and second wavelengths; j. calculating a ratio of the change in light absorbance as calculated in step (i) to the change in the physical dimension of said tissue and the detector as calculated in step (g) for each of the first and second wavelengths; k. calculating a value by applying a formula employing three empirically derived regression constants and three variables, the first variable being the ratio of the change in light absorbance at the first wavelength to the change in the physical dimension of the tissue between the systolic and diastolic phases as determined in step (j), the second variable being the ratio of the change in light absorbance at the second wavelength to the change in the physical dimension of said tissue between systolic and diastolic phases as determined in step (j) and the third variable being the reciprocal of the change in the physical dimension of said tissue between the systolic and diastolic phases as calculated in step (g); and I. determining the concentration of the blood component by comparing the value calculated in step (k) to a reference.
38. The method of claim 37 wherein said reference is a value calculated in accordance with step (k) for reference subjects with known concentrations of the blood component.
39. The method of claim 37 wherein said blood component is bilirubin.
40. The method of claim 39 wherein said interfering substance is hemoglobin.
41. The method of claim 39 wherein said first wavelength is approximately 420 nm.
42. The method of claim 39 wherein said second wavelength is approximately 548 nm.
43. The method of claim 37 wherein the physical dimension of said tissue is the linear distance between the light sources and the detector.
44. The method of claim 43 wherein the linear distance between the light sources and the detector is measured using a linear displacement transducer, a pair of opposing piezoelectric crystals or a magnetometer.
45. A device for the non-invasive measurement of the concentration of a blood component in a subject's blood, said device comprising: a. at least one light transmission set comprising: (i) at least one light source;
(ii) at least one detector for detecting the light emitted by the light source mounted apart from the light source such that the subject's tissue is adapted to be interposed between the detector and light source, the light source mounted so as to transilluminate the tissue and the detector mounted so as to detect the light from said light source not absorbed by said tissue; b. a base adapted for holding a portion of the tissue of the subject through which pulsatile flow of arterial blood can be detected, said base including at least a portion of the light transmission set; c. means for measuring changes in a physical dimension of said tissue between the light source and the detector; d. means for transmitting data from the light detector; e. means for transmitting data from the means for measuring change in said physical dimension of said tissue; and f. means for receiving the transmitted data and for calculating the concentration of the blood component by calculating the ratio of change in light absorbance in the systolic and diastolic phase divided by the change in physical dimension of the tissue and comparing the ratio to a reference.
46. The device of claim 45 wherein said light source is a light- emitting diode, a laser, a heater coil or an incandescent lamp.
47. The device of claim 45 wherein the detector is a photodetector.
48. The device of claim 45 wherein the physical dimension of said tissue is the linear distance between the light source and the detector.
49. The device of claim 48 wherein said means for measuring changes in linear distance is a linear displacement transducer, a pair of opposing piezoelectric crystals or a magnetometer.
50. The device of claim 45 wherein the reference is a ratio of change in light absorbance in the systolic and diastolic phases divided by the change in the physical dimension of said tissue calculated for reference subjects with known concentrations of the blood component.
PCT/US1999/021869 1998-09-21 1999-09-21 Non-invasive blood component analyzer WO2000016688A1 (en)

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Families Citing this family (279)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6018673A (en) 1996-10-10 2000-01-25 Nellcor Puritan Bennett Incorporated Motion compatible sensor for non-invasive optical blood analysis
US9042952B2 (en) 1997-01-27 2015-05-26 Lawrence A. Lynn System and method for automatic detection of a plurality of SPO2 time series pattern types
US8932227B2 (en) 2000-07-28 2015-01-13 Lawrence A. Lynn System and method for CO2 and oximetry integration
US9468378B2 (en) 1997-01-27 2016-10-18 Lawrence A. Lynn Airway instability detection system and method
US20070191697A1 (en) 2006-02-10 2007-08-16 Lynn Lawrence A System and method for SPO2 instability detection and quantification
US9521971B2 (en) 1997-07-14 2016-12-20 Lawrence A. Lynn System and method for automatic detection of a plurality of SPO2 time series pattern types
US6675031B1 (en) 1999-04-14 2004-01-06 Mallinckrodt Inc. Method and circuit for indicating quality and accuracy of physiological measurements
WO2001003577A1 (en) 1999-07-14 2001-01-18 Providence Health System - Oregon Adaptive calibration pulsed oximetry method and device
US6760609B2 (en) 1999-07-14 2004-07-06 Providence Health System - Oregon Adaptive calibration pulsed oximetry method and device
US6433696B1 (en) 1999-11-05 2002-08-13 Alto U.S., Inc. Carbon monoxide emitting apparatus, carbon monoxide monitor shutoff, and circuit therefor
AU1383301A (en) * 1999-11-23 2001-06-04 Forskningscenter Riso A non-invasive method for the measurement of body fluid analytes
US20050037505A1 (en) * 2000-05-11 2005-02-17 James Samsoondar Spectroscopic method and apparatus for analyte measurement
AT409451B (en) * 1999-12-14 2002-08-26 Hoffmann La Roche DEVICE FOR DETERMINING THE LOCAL DISTRIBUTION OF A MEASURED VALUE
US6751490B2 (en) * 2000-03-01 2004-06-15 The Board Of Regents Of The University Of Texas System Continuous optoacoustic monitoring of hemoglobin concentration and hematocrit
US6701171B2 (en) 2000-03-31 2004-03-02 Københavns Universitet Method and apparatus for non-invasive detection of angiogenic and anti-angiogenic activity in living tissue
ES2392818T3 (en) 2000-04-17 2012-12-14 Nellcor Puritan Bennett Llc Pulse oximeter sensor with section function
US8224412B2 (en) 2000-04-17 2012-07-17 Nellcor Puritan Bennett Llc Pulse oximeter sensor with piece-wise function
US6640116B2 (en) * 2000-08-18 2003-10-28 Masimo Corporation Optical spectroscopy pathlength measurement system
US6606510B2 (en) * 2000-08-31 2003-08-12 Mallinckrodt Inc. Oximeter sensor with digital memory encoding patient data
US6522903B1 (en) 2000-10-19 2003-02-18 Medoptix, Inc. Glucose measurement utilizing non-invasive assessment methods
US9053222B2 (en) 2002-05-17 2015-06-09 Lawrence A. Lynn Patient safety processor
US20060195041A1 (en) 2002-05-17 2006-08-31 Lynn Lawrence A Centralized hospital monitoring system for automatically detecting upper airway instability and for preventing and aborting adverse drug reactions
US8135448B2 (en) * 2001-03-16 2012-03-13 Nellcor Puritan Bennett Llc Systems and methods to assess one or more body fluid metrics
US7239902B2 (en) * 2001-03-16 2007-07-03 Nellor Puritan Bennett Incorporated Device and method for monitoring body fluid and electrolyte disorders
US7657292B2 (en) * 2001-03-16 2010-02-02 Nellcor Puritan Bennett Llc Method for evaluating extracellular water concentration in tissue
US6591122B2 (en) * 2001-03-16 2003-07-08 Nellcor Puritan Bennett Incorporated Device and method for monitoring body fluid and electrolyte disorders
US6606509B2 (en) * 2001-03-16 2003-08-12 Nellcor Puritan Bennett Incorporated Method and apparatus for improving the accuracy of noninvasive hematocrit measurements
US6754516B2 (en) 2001-07-19 2004-06-22 Nellcor Puritan Bennett Incorporated Nuisance alarm reductions in a physiological monitor
WO2003023356A2 (en) * 2001-09-07 2003-03-20 Argose, Inc. Portable non-invasive glucose monitor
US6748254B2 (en) 2001-10-12 2004-06-08 Nellcor Puritan Bennett Incorporated Stacked adhesive optical sensor
DE10212140A1 (en) * 2002-03-19 2003-10-09 Henry Arthur Muglia Blood sugar sensor and measuring method for determining the blood sugar value
DE10213692B4 (en) * 2002-03-27 2013-05-23 Weinmann Diagnostics Gmbh & Co. Kg Method for controlling a device and device for measuring ingredients in the blood
US20080200775A1 (en) * 2007-02-20 2008-08-21 Lynn Lawrence A Maneuver-based plethysmographic pulse variation detection system and method
US7738935B1 (en) 2002-07-09 2010-06-15 Pacesetter, Inc. Methods and devices for reduction of motion-induced noise in pulse oximetry
US6997879B1 (en) * 2002-07-09 2006-02-14 Pacesetter, Inc. Methods and devices for reduction of motion-induced noise in optical vascular plethysmography
DE60231561D1 (en) * 2002-07-26 2009-04-23 Univ Texas CONTINUOUS OPTOACOUS MONITORING OF HEMOGLOBIN CONCENTRATION AND HEMATOCRIT
KR100493157B1 (en) 2002-08-02 2005-06-03 삼성전자주식회사 Probe using in measuring organism signal and system for measuring organism signal comprising the same
AU2003234944A1 (en) * 2002-08-27 2004-03-18 Bayer Healthcare, Llc Methods of Determining Glucose Concentration in Whole Blood Samples
US7070591B2 (en) 2002-09-17 2006-07-04 Transoma Medical, Inc. Vascular access port with physiological sensor
US7190986B1 (en) 2002-10-18 2007-03-13 Nellcor Puritan Bennett Inc. Non-adhesive oximeter sensor for sensitive skin
US7233817B2 (en) * 2002-11-01 2007-06-19 Brian Yen Apparatus and method for pattern delivery of radiation and biological characteristic analysis
US7006856B2 (en) * 2003-01-10 2006-02-28 Nellcor Puritan Bennett Incorporated Signal quality metrics design for qualifying data for a physiological monitor
US7016715B2 (en) 2003-01-13 2006-03-21 Nellcorpuritan Bennett Incorporated Selection of preset filter parameters based on signal quality
US6836678B2 (en) * 2003-02-13 2004-12-28 Xiang Zheng Tu Non-invasive blood glucose monitor
US6968221B2 (en) * 2003-03-14 2005-11-22 Futrex, Inc. Low-cost method and apparatus for non-invasively measuring blood glucose levels
US7271912B2 (en) * 2003-04-15 2007-09-18 Optiscan Biomedical Corporation Method of determining analyte concentration in a sample using infrared transmission data
SG121766A1 (en) * 2003-04-16 2006-05-26 Choon Meng Ting Monitoring blood glucose levels
ATE539674T1 (en) * 2003-04-24 2012-01-15 Univ Texas NON-INVASIVE BLOOD ANALYSIS BY OPTICAL PROBING OF THE VEINS UNDER THE TONGUE
US20040225206A1 (en) * 2003-05-09 2004-11-11 Kouchnir Mikhail A. Non-invasive analyte measurement device having increased signal to noise ratios
US20050043597A1 (en) * 2003-07-31 2005-02-24 Skymoon Research And Development, Llc Optical vivo probe of analyte concentration within the sterile matrix under the human nail
DK1677668T3 (en) * 2003-10-13 2010-10-25 Novo Nordisk As Apparatus and method for determining a physiological state
US7740591B1 (en) 2003-12-01 2010-06-22 Ric Investments, Llc Apparatus and method for monitoring pressure related changes in the extra-thoracic arterial circulatory system
US20050171413A1 (en) * 2004-02-04 2005-08-04 Medoptix, Inc. Integrated device for non-invasive analyte measurement
US7190985B2 (en) 2004-02-25 2007-03-13 Nellcor Puritan Bennett Inc. Oximeter ambient light cancellation
US7120479B2 (en) * 2004-02-25 2006-10-10 Nellcor Puritan Bennett Inc. Switch-mode oximeter LED drive with a single inductor
US7194293B2 (en) 2004-03-08 2007-03-20 Nellcor Puritan Bennett Incorporated Selection of ensemble averaging weights for a pulse oximeter based on signal quality metrics
US7534212B2 (en) * 2004-03-08 2009-05-19 Nellcor Puritan Bennett Llc Pulse oximeter with alternate heart-rate determination
US7277741B2 (en) * 2004-03-09 2007-10-02 Nellcor Puritan Bennett Incorporated Pulse oximetry motion artifact rejection using near infrared absorption by water
US7319522B2 (en) * 2004-05-27 2008-01-15 Finesse Solutions Llc. Systems and methods for in situ spectroscopic measurements
US7377186B2 (en) 2004-07-26 2008-05-27 Transbiotec, Inc. Engagement of a sensor system with a vehicle operating device
US7428048B1 (en) * 2004-12-30 2008-09-23 Spectral Molecular Imaging Inc. Imaging elastic scattering spectroscopy
US20060179939A1 (en) * 2005-02-11 2006-08-17 Landon Duval Sensor enclosure with vestibule and opposing apertures
US20060200070A1 (en) * 2005-02-14 2006-09-07 Callicoat David N Method and apparatus for calibrating an analyte detection system with a calibration sample
JP2008531225A (en) 2005-03-01 2008-08-14 マシモ・ラボラトリーズ・インコーポレーテッド Multi-wavelength sensor interconnection
US7392075B2 (en) * 2005-03-03 2008-06-24 Nellcor Puritan Bennett Incorporated Method for enhancing pulse oximetry calculations in the presence of correlated artifacts
US20060264762A1 (en) 2005-03-28 2006-11-23 Ric Investments, Llc. PC-based physiologic monitor and system for resolving apnea episodes during sedation
KR100738422B1 (en) 2005-07-28 2007-07-12 삼성전자주식회사 Apparatus of measuring glucose concentration by using optical coherence tomography and method for operating the apparatus
US7657295B2 (en) 2005-08-08 2010-02-02 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US7657294B2 (en) 2005-08-08 2010-02-02 Nellcor Puritan Bennett Llc Compliant diaphragm medical sensor and technique for using the same
US7590439B2 (en) 2005-08-08 2009-09-15 Nellcor Puritan Bennett Llc Bi-stable medical sensor and technique for using the same
US20070060808A1 (en) 2005-09-12 2007-03-15 Carine Hoarau Medical sensor for reducing motion artifacts and technique for using the same
WO2007031911A2 (en) * 2005-09-13 2007-03-22 Philips Intellectual Property & Standards Gmbh Optical tomography apparatus
US7725147B2 (en) 2005-09-29 2010-05-25 Nellcor Puritan Bennett Llc System and method for removing artifacts from waveforms
US7869850B2 (en) 2005-09-29 2011-01-11 Nellcor Puritan Bennett Llc Medical sensor for reducing motion artifacts and technique for using the same
US7899510B2 (en) 2005-09-29 2011-03-01 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US8092379B2 (en) 2005-09-29 2012-01-10 Nellcor Puritan Bennett Llc Method and system for determining when to reposition a physiological sensor
US7904130B2 (en) 2005-09-29 2011-03-08 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US7725146B2 (en) 2005-09-29 2010-05-25 Nellcor Puritan Bennett Llc System and method for pre-processing waveforms
US7486979B2 (en) 2005-09-30 2009-02-03 Nellcor Puritan Bennett Llc Optically aligned pulse oximetry sensor and technique for using the same
US7555327B2 (en) 2005-09-30 2009-06-30 Nellcor Puritan Bennett Llc Folding medical sensor and technique for using the same
US8233954B2 (en) 2005-09-30 2012-07-31 Nellcor Puritan Bennett Llc Mucosal sensor for the assessment of tissue and blood constituents and technique for using the same
US8062221B2 (en) 2005-09-30 2011-11-22 Nellcor Puritan Bennett Llc Sensor for tissue gas detection and technique for using the same
US7483731B2 (en) 2005-09-30 2009-01-27 Nellcor Puritan Bennett Llc Medical sensor and technique for using the same
US7881762B2 (en) 2005-09-30 2011-02-01 Nellcor Puritan Bennett Llc Clip-style medical sensor and technique for using the same
US20070106126A1 (en) 2005-09-30 2007-05-10 Mannheimer Paul D Patient monitoring alarm escalation system and method
US20070100220A1 (en) * 2005-10-28 2007-05-03 Baker Clark R Jr Adjusting parameters used in pulse oximetry analysis
EP1792564B1 (en) * 2005-12-02 2010-11-24 General Electric Company A probe and a method for use with a probe
US7668579B2 (en) 2006-02-10 2010-02-23 Lynn Lawrence A System and method for the detection of physiologic response to stimulation
US20070208259A1 (en) * 2006-03-06 2007-09-06 Mannheimer Paul D Patient monitoring alarm escalation system and method
US8702606B2 (en) * 2006-03-21 2014-04-22 Covidien Lp Patient monitoring help video system and method
DE102007016447A1 (en) * 2006-04-07 2007-10-11 Weinmann Geräte für Medizin GmbH + Co. KG Living thing`s bio data determining and analyzing device, has analysis device extracting continuous wave parameters, where continuous wave fluctuation is determined from continuous wave parameters and/or measuring signal
US8073518B2 (en) 2006-05-02 2011-12-06 Nellcor Puritan Bennett Llc Clip-style medical sensor and technique for using the same
US8255025B2 (en) * 2006-06-09 2012-08-28 Nellcor Puritan Bennett Llc Bronchial or tracheal tissular water content sensor and system
US8380271B2 (en) 2006-06-15 2013-02-19 Covidien Lp System and method for generating customizable audible beep tones and alarms
US8145288B2 (en) 2006-08-22 2012-03-27 Nellcor Puritan Bennett Llc Medical sensor for reducing signal artifacts and technique for using the same
US8219170B2 (en) 2006-09-20 2012-07-10 Nellcor Puritan Bennett Llc System and method for practicing spectrophotometry using light emitting nanostructure devices
US8064975B2 (en) 2006-09-20 2011-11-22 Nellcor Puritan Bennett Llc System and method for probability based determination of estimated oxygen saturation
US8359079B2 (en) * 2006-09-21 2013-01-22 Starr Life Sciences Corporation Pulse oximetry system and techniques for deriving cardiac and breathing parameters from extra-thoracic blood flow measurements
US20080076991A1 (en) * 2006-09-21 2008-03-27 Starr Life Sciences Corp. Medical display devices for cardiac and breathing parameters derived from extra-thoracic blood flow measurements
US20100145170A1 (en) * 2006-09-21 2010-06-10 Starr Life Sciences Corp. Small Animal Pulse Oximeter User Interface
US8190224B2 (en) 2006-09-22 2012-05-29 Nellcor Puritan Bennett Llc Medical sensor for reducing signal artifacts and technique for using the same
US8175671B2 (en) 2006-09-22 2012-05-08 Nellcor Puritan Bennett Llc Medical sensor for reducing signal artifacts and technique for using the same
US8396527B2 (en) 2006-09-22 2013-03-12 Covidien Lp Medical sensor for reducing signal artifacts and technique for using the same
US20080076977A1 (en) * 2006-09-26 2008-03-27 Nellcor Puritan Bennett Inc. Patient monitoring device snapshot feature system and method
US7869849B2 (en) 2006-09-26 2011-01-11 Nellcor Puritan Bennett Llc Opaque, electrically nonconductive region on a medical sensor
US8180419B2 (en) * 2006-09-27 2012-05-15 Nellcor Puritan Bennett Llc Tissue hydration estimation by spectral absorption bandwidth measurement
US8696593B2 (en) 2006-09-27 2014-04-15 Covidien Lp Method and system for monitoring intracranial pressure
US7574245B2 (en) 2006-09-27 2009-08-11 Nellcor Puritan Bennett Llc Flexible medical sensor enclosure
US7643858B2 (en) * 2006-09-28 2010-01-05 Nellcor Puritan Bennett Llc System and method for detection of brain edema using spectrophotometry
US7890153B2 (en) 2006-09-28 2011-02-15 Nellcor Puritan Bennett Llc System and method for mitigating interference in pulse oximetry
US7922665B2 (en) * 2006-09-28 2011-04-12 Nellcor Puritan Bennett Llc System and method for pulse rate calculation using a scheme for alternate weighting
US7796403B2 (en) 2006-09-28 2010-09-14 Nellcor Puritan Bennett Llc Means for mechanical registration and mechanical-electrical coupling of a faraday shield to a photodetector and an electrical circuit
US20080082338A1 (en) * 2006-09-29 2008-04-03 O'neil Michael P Systems and methods for secure voice identification and medical device interface
US7680522B2 (en) 2006-09-29 2010-03-16 Nellcor Puritan Bennett Llc Method and apparatus for detecting misapplied sensors
US20080081956A1 (en) * 2006-09-29 2008-04-03 Jayesh Shah System and method for integrating voice with a medical device
US7684842B2 (en) 2006-09-29 2010-03-23 Nellcor Puritan Bennett Llc System and method for preventing sensor misuse
US7925511B2 (en) * 2006-09-29 2011-04-12 Nellcor Puritan Bennett Llc System and method for secure voice identification in a medical device
US8116852B2 (en) * 2006-09-29 2012-02-14 Nellcor Puritan Bennett Llc System and method for detection of skin wounds and compartment syndromes
US8160668B2 (en) * 2006-09-29 2012-04-17 Nellcor Puritan Bennett Llc Pathological condition detector using kernel methods and oximeters
US7476131B2 (en) 2006-09-29 2009-01-13 Nellcor Puritan Bennett Llc Device for reducing crosstalk
US7698002B2 (en) * 2006-09-29 2010-04-13 Nellcor Puritan Bennett Llc Systems and methods for user interface and identification in a medical device
US7848891B2 (en) 2006-09-29 2010-12-07 Nellcor Puritan Bennett Llc Modulation ratio determination with accommodation of uncertainty
US8728059B2 (en) * 2006-09-29 2014-05-20 Covidien Lp System and method for assuring validity of monitoring parameter in combination with a therapeutic device
US8175667B2 (en) 2006-09-29 2012-05-08 Nellcor Puritan Bennett Llc Symmetric LED array for pulse oximetry
US8068891B2 (en) 2006-09-29 2011-11-29 Nellcor Puritan Bennett Llc Symmetric LED array for pulse oximetry
US8068890B2 (en) * 2006-09-29 2011-11-29 Nellcor Puritan Bennett Llc Pulse oximetry sensor switchover
US7706896B2 (en) * 2006-09-29 2010-04-27 Nellcor Puritan Bennett Llc User interface and identification in a medical device system and method
US20080097175A1 (en) * 2006-09-29 2008-04-24 Boyce Robin S System and method for display control of patient monitor
US20080200819A1 (en) * 2007-02-20 2008-08-21 Lynn Lawrence A Orthostasis detection system and method
WO2008106608A1 (en) * 2007-02-28 2008-09-04 Medtronic, Inc. Implantable tissue perfusion sensing system and method
US8175665B2 (en) 2007-03-09 2012-05-08 Nellcor Puritan Bennett Llc Method and apparatus for spectroscopic tissue analyte measurement
US20080220512A1 (en) * 2007-03-09 2008-09-11 Nellcor Puritan Bennett Llc Tunable laser-based spectroscopy system for non-invasively measuring body water content
US20080221411A1 (en) * 2007-03-09 2008-09-11 Nellcor Puritan Bennett Llc System and method for tissue hydration estimation
US8690864B2 (en) * 2007-03-09 2014-04-08 Covidien Lp System and method for controlling tissue treatment
US20080221426A1 (en) * 2007-03-09 2008-09-11 Nellcor Puritan Bennett Llc Methods and apparatus for detecting misapplied optical sensors
US8346327B2 (en) 2007-03-09 2013-01-01 Covidien Lp Method for identification of sensor site by local skin spectrum data
US8265724B2 (en) 2007-03-09 2012-09-11 Nellcor Puritan Bennett Llc Cancellation of light shunting
US8280469B2 (en) 2007-03-09 2012-10-02 Nellcor Puritan Bennett Llc Method for detection of aberrant tissue spectra
US8357090B2 (en) * 2007-03-09 2013-01-22 Covidien Lp Method and apparatus for estimating water reserves
US7894869B2 (en) 2007-03-09 2011-02-22 Nellcor Puritan Bennett Llc Multiple configuration medical sensor and technique for using the same
US8109882B2 (en) * 2007-03-09 2012-02-07 Nellcor Puritan Bennett Llc System and method for venous pulsation detection using near infrared wavelengths
US8175689B2 (en) * 2007-03-19 2012-05-08 Nicholas Hunter-Jones Skin elasticity measurement
WO2008116835A1 (en) * 2007-03-23 2008-10-02 Enverdis Gmbh Method for the continuous non-invasive determination of the concentration of blood constituents
EP2139383B1 (en) 2007-03-27 2013-02-13 Masimo Laboratories, Inc. Multiple wavelength optical sensor
WO2009008933A2 (en) * 2007-04-11 2009-01-15 The Board Of Regents Of The University Of Texas System Optoacoustic monitoring of multiple parameters
US8374665B2 (en) 2007-04-21 2013-02-12 Cercacor Laboratories, Inc. Tissue profile wellness monitor
US20080269577A1 (en) * 2007-04-25 2008-10-30 Neurophysics Corporation Instrument for measuring carbon monoxide poisoning of humans using in vivo nirs technology
US8597190B2 (en) 2007-05-18 2013-12-03 Optiscan Biomedical Corporation Monitoring systems and methods with fast initialization
DE102007032610A1 (en) * 2007-07-11 2009-01-15 Deutsche Telekom Ag A method of remotely monitoring the medical condition of a user, system and apparatus therefor
AU2008299938A1 (en) * 2007-09-13 2009-03-19 The Curators Of The University Of Missouri Optical device components
AU2008307505B2 (en) * 2007-10-04 2013-01-31 St. Louis Medical Devices, Inc. Optical device components
US7961305B2 (en) * 2007-10-23 2011-06-14 The Curators Of The University Of Missouri Optical device components
US8204567B2 (en) * 2007-12-13 2012-06-19 Nellcor Puritan Bennett Llc Signal demodulation
US8352004B2 (en) 2007-12-21 2013-01-08 Covidien Lp Medical sensor and technique for using the same
US8346328B2 (en) 2007-12-21 2013-01-01 Covidien Lp Medical sensor and technique for using the same
US8366613B2 (en) 2007-12-26 2013-02-05 Covidien Lp LED drive circuit for pulse oximetry and method for using same
US20090171167A1 (en) * 2007-12-27 2009-07-02 Nellcor Puritan Bennett Llc System And Method For Monitor Alarm Management
US8577434B2 (en) 2007-12-27 2013-11-05 Covidien Lp Coaxial LED light sources
US8452364B2 (en) 2007-12-28 2013-05-28 Covidien LLP System and method for attaching a sensor to a patient's skin
US8442608B2 (en) 2007-12-28 2013-05-14 Covidien Lp System and method for estimating physiological parameters by deconvolving artifacts
US8092993B2 (en) 2007-12-31 2012-01-10 Nellcor Puritan Bennett Llc Hydrogel thin film for use as a biosensor
US8897850B2 (en) 2007-12-31 2014-11-25 Covidien Lp Sensor with integrated living hinge and spring
US8199007B2 (en) 2007-12-31 2012-06-12 Nellcor Puritan Bennett Llc Flex circuit snap track for a biometric sensor
US8070508B2 (en) 2007-12-31 2011-12-06 Nellcor Puritan Bennett Llc Method and apparatus for aligning and securing a cable strain relief
US8750953B2 (en) * 2008-02-19 2014-06-10 Covidien Lp Methods and systems for alerting practitioners to physiological conditions
US8275553B2 (en) 2008-02-19 2012-09-25 Nellcor Puritan Bennett Llc System and method for evaluating physiological parameter data
WO2009120600A2 (en) 2008-03-25 2009-10-01 The Curators Of The University Of Missouri Method and system for non-invasive blood glucose detection utilizing spectral data of one or more components other than glucose
US20090247851A1 (en) * 2008-03-26 2009-10-01 Nellcor Puritan Bennett Llc Graphical User Interface For Monitor Alarm Management
US8140272B2 (en) * 2008-03-27 2012-03-20 Nellcor Puritan Bennett Llc System and method for unmixing spectroscopic observations with nonnegative matrix factorization
US20090247850A1 (en) * 2008-03-28 2009-10-01 Nellcor Puritan Bennett Llc Manually Powered Oximeter
US8437822B2 (en) 2008-03-28 2013-05-07 Covidien Lp System and method for estimating blood analyte concentration
US8112375B2 (en) 2008-03-31 2012-02-07 Nellcor Puritan Bennett Llc Wavelength selection and outlier detection in reduced rank linear models
US8292809B2 (en) 2008-03-31 2012-10-23 Nellcor Puritan Bennett Llc Detecting chemical components from spectroscopic observations
US8364224B2 (en) 2008-03-31 2013-01-29 Covidien Lp System and method for facilitating sensor and monitor communication
JP5534288B2 (en) * 2008-04-02 2014-06-25 富士フイルム株式会社 Signal processing apparatus, method of operating signal processing apparatus, and program
US20090275809A1 (en) * 2008-05-01 2009-11-05 Starr Life Sciences Corp. Portable Modular Kiosk Based Physiologic Sensor System with Display and Data Storage for Clinical and Research Applications including Cross Calculating and Cross Checked Physiologic Parameters Based Upon Combined Sensor Input
US20090275810A1 (en) * 2008-05-01 2009-11-05 Starr Life Sciences Corp. Portable modular pc based system for continuous monitoring of blood oxygenation and respiratory parameters
JP5474937B2 (en) 2008-05-07 2014-04-16 ローレンス エー. リン, Medical disorder pattern search engine
CN101854860B (en) * 2008-05-08 2011-08-31 北京超思电子技术有限责任公司 Finger-clipped oximeter of swing bar and chute type
EP3222216B1 (en) 2008-05-22 2019-07-17 St. Louis Medical Devices, Inc. Method and system for non-invasive optical blood glucose detection utilizing spectral data analysis
JP2010004933A (en) * 2008-06-24 2010-01-14 Toyota Industries Corp Non-invasive alcohol sensor
US7887345B2 (en) 2008-06-30 2011-02-15 Nellcor Puritan Bennett Llc Single use connector for pulse oximetry sensors
US8862194B2 (en) 2008-06-30 2014-10-14 Covidien Lp Method for improved oxygen saturation estimation in the presence of noise
US9895068B2 (en) * 2008-06-30 2018-02-20 Covidien Lp Pulse oximeter with wait-time indication
USD626562S1 (en) 2008-06-30 2010-11-02 Nellcor Puritan Bennett Llc Triangular saturation pattern detection indicator for a patient monitor display panel
US20090327515A1 (en) * 2008-06-30 2009-12-31 Thomas Price Medical Monitor With Network Connectivity
US7880884B2 (en) 2008-06-30 2011-02-01 Nellcor Puritan Bennett Llc System and method for coating and shielding electronic sensor components
US8071935B2 (en) 2008-06-30 2011-12-06 Nellcor Puritan Bennett Llc Optical detector with an overmolded faraday shield
USD626561S1 (en) 2008-06-30 2010-11-02 Nellcor Puritan Bennett Llc Circular satseconds indicator and triangular saturation pattern detection indicator for a patient monitor display panel
US8364220B2 (en) 2008-09-25 2013-01-29 Covidien Lp Medical sensor and technique for using the same
US8417309B2 (en) 2008-09-30 2013-04-09 Covidien Lp Medical sensor
US8433382B2 (en) * 2008-09-30 2013-04-30 Covidien Lp Transmission mode photon density wave system and method
US8423112B2 (en) 2008-09-30 2013-04-16 Covidien Lp Medical sensor and technique for using the same
US8914088B2 (en) 2008-09-30 2014-12-16 Covidien Lp Medical sensor and technique for using the same
US8968193B2 (en) * 2008-09-30 2015-03-03 Covidien Lp System and method for enabling a research mode on physiological monitors
US8406865B2 (en) * 2008-09-30 2013-03-26 Covidien Lp Bioimpedance system and sensor and technique for using the same
US8386000B2 (en) * 2008-09-30 2013-02-26 Covidien Lp System and method for photon density wave pulse oximetry and pulse hemometry
US8532751B2 (en) * 2008-09-30 2013-09-10 Covidien Lp Laser self-mixing sensors for biological sensing
ES2338624B1 (en) * 2008-11-07 2011-09-13 Sabirmedical,S.L. SYSTEM AND APPARATUS FOR NON-INVASIVE MEASUREMENT OF GLUCOSE LEVELS IN BLOOD.
US20090171172A1 (en) * 2008-12-19 2009-07-02 Nellcor Puritan Bennett Llc Method and system for pulse gating
US20100185084A1 (en) * 2009-01-22 2010-07-22 Siemens Medical Solutions Usa, Inc. Non-invasive Cardiac Characteristic Determination System
US8452366B2 (en) 2009-03-16 2013-05-28 Covidien Lp Medical monitoring device with flexible circuitry
US20100240972A1 (en) * 2009-03-20 2010-09-23 Nellcor Puritan Bennett Llc Slider Spot Check Pulse Oximeter
US8221319B2 (en) 2009-03-25 2012-07-17 Nellcor Puritan Bennett Llc Medical device for assessing intravascular blood volume and technique for using the same
CN102438511B (en) * 2009-04-01 2014-11-26 密苏里大学董事会 Optical spectroscopy device for non-invasive blood glucose detection and associated method of use
US8509869B2 (en) 2009-05-15 2013-08-13 Covidien Lp Method and apparatus for detecting and analyzing variations in a physiologic parameter
US8634891B2 (en) 2009-05-20 2014-01-21 Covidien Lp Method and system for self regulation of sensor component contact pressure
US8352008B2 (en) * 2009-06-10 2013-01-08 Medtronic, Inc. Active noise cancellation in an optical sensor signal
US8346332B2 (en) 2009-06-10 2013-01-01 Medtronic, Inc. Absolute calibrated tissue oxygen saturation and total hemoglobin volume fraction
WO2010144670A1 (en) * 2009-06-10 2010-12-16 Medtronic, Inc. Device and method for monitoring of absolute oxygen saturation and tissue hemoglobin concentration
US9126049B2 (en) * 2009-06-10 2015-09-08 Medtronic, Inc. Shock reduction using absolute calibrated tissue oxygen saturation and total hemoglobin volume fraction
WO2010144652A1 (en) * 2009-06-10 2010-12-16 Medtronic, Inc. Tissue oxygenation monitoring in heart failure
US8311601B2 (en) 2009-06-30 2012-11-13 Nellcor Puritan Bennett Llc Reflectance and/or transmissive pulse oximeter
US8505821B2 (en) 2009-06-30 2013-08-13 Covidien Lp System and method for providing sensor quality assurance
US9010634B2 (en) 2009-06-30 2015-04-21 Covidien Lp System and method for linking patient data to a patient and providing sensor quality assurance
US8391941B2 (en) 2009-07-17 2013-03-05 Covidien Lp System and method for memory switching for multiple configuration medical sensor
US9091676B2 (en) 2010-06-09 2015-07-28 Optiscan Biomedical Corp. Systems and methods for measuring multiple analytes in a sample
US10475529B2 (en) 2011-07-19 2019-11-12 Optiscan Biomedical Corporation Method and apparatus for analyte measurements using calibration sets
US8494786B2 (en) 2009-07-30 2013-07-23 Covidien Lp Exponential sampling of red and infrared signals
US20110029865A1 (en) * 2009-07-31 2011-02-03 Nellcor Puritan Bennett Llc Control Interface For A Medical Monitor
US8417310B2 (en) 2009-08-10 2013-04-09 Covidien Lp Digital switching in multi-site sensor
US8428675B2 (en) 2009-08-19 2013-04-23 Covidien Lp Nanofiber adhesives used in medical devices
US8494606B2 (en) * 2009-08-19 2013-07-23 Covidien Lp Photoplethysmography with controlled application of sensor pressure
US20110066017A1 (en) * 2009-09-11 2011-03-17 Medtronic, Inc. Method and apparatus for post-shock evaluation using tissue oxygenation measurements
US8704666B2 (en) * 2009-09-21 2014-04-22 Covidien Lp Medical device interface customization systems and methods
US8494604B2 (en) * 2009-09-21 2013-07-23 Covidien Lp Wavelength-division multiplexing in a multi-wavelength photon density wave system
US8788001B2 (en) * 2009-09-21 2014-07-22 Covidien Lp Time-division multiplexing in a multi-wavelength photon density wave system
US8798704B2 (en) * 2009-09-24 2014-08-05 Covidien Lp Photoacoustic spectroscopy method and system to discern sepsis from shock
US8376955B2 (en) * 2009-09-29 2013-02-19 Covidien Lp Spectroscopic method and system for assessing tissue temperature
US8515511B2 (en) 2009-09-29 2013-08-20 Covidien Lp Sensor with an optical coupling material to improve plethysmographic measurements and method of using the same
US9554739B2 (en) 2009-09-29 2017-01-31 Covidien Lp Smart cable for coupling a medical sensor to an electronic patient monitor
US20110077470A1 (en) * 2009-09-30 2011-03-31 Nellcor Puritan Bennett Llc Patient Monitor Symmetry Control
US20110074342A1 (en) * 2009-09-30 2011-03-31 Nellcor Puritan Bennett Llc Wireless electricity for electronic devices
US9839381B1 (en) 2009-11-24 2017-12-12 Cercacor Laboratories, Inc. Physiological measurement system with automatic wavelength adjustment
GB2487882B (en) 2009-12-04 2017-03-29 Masimo Corp Calibration for multi-stage physiological monitors
US7884933B1 (en) 2010-05-05 2011-02-08 Revolutionary Business Concepts, Inc. Apparatus and method for determining analyte concentrations
US8930145B2 (en) 2010-07-28 2015-01-06 Covidien Lp Light focusing continuous wave photoacoustic spectroscopy and its applications to patient monitoring
CN103260515B (en) * 2010-10-14 2015-04-22 株式会社日立制作所 Equipment for in vivo data acquisition and analysis
US8489168B2 (en) 2010-11-18 2013-07-16 Medtronic, Inc. Coefficent determination for blood oxygen saturation and total hemoglobin concentration indices
US8818473B2 (en) 2010-11-30 2014-08-26 Covidien Lp Organic light emitting diodes and photodetectors
GB201111138D0 (en) * 2011-06-30 2011-08-17 Leman Micro Devices Uk Ltd Personal health data collection
US9173603B2 (en) * 2011-07-20 2015-11-03 Jonathan Molcho Non-invasive device and method for measuring bilirubin levels
AU2012296458B2 (en) 2011-08-16 2017-06-01 Instrumentation Laboratory Company Extrapolation of interpolated sensor data to increase sample throughput
US8560251B2 (en) 2011-08-16 2013-10-15 Instrumentation Laboratory Company System and method of increasing sample throughput by estimation of a sensor endpoint
US8781547B2 (en) 2011-10-28 2014-07-15 Medtronic, Inc. Method and apparatus for calibrating an absolute oxygen saturation sensor
CN102564983B (en) * 2012-02-14 2013-12-18 天津大学 Optical detection device and method for concentration of components in turbid medium based on limited range wavelength method
US9332917B2 (en) 2012-02-22 2016-05-10 Siemens Medical Solutions Usa, Inc. System for non-invasive cardiac output determination
US9833146B2 (en) 2012-04-17 2017-12-05 Covidien Lp Surgical system and method of use of the same
US8948832B2 (en) 2012-06-22 2015-02-03 Fitbit, Inc. Wearable heart rate monitor
US10463282B2 (en) 2012-10-04 2019-11-05 Roche Diabetes Care, Inc. System and method for assessing risk associated with a glucose state
US20140275870A1 (en) * 2013-03-15 2014-09-18 Grove Instruments Inc. Continuous noninvasive measurement of analyte concentration using an optical bridge
US20160157761A1 (en) * 2013-08-06 2016-06-09 Koninklijke Philips N.V. System and method for extracting physiological information from remotely detected electromagnetic radiation
WO2015130332A1 (en) * 2014-02-28 2015-09-03 Tech4Life Enterprises Canada, Inc. Device and mechanism for facilitating non-invasive, non-piercing monitoring of blood glucose
WO2015175360A1 (en) * 2014-05-13 2015-11-19 Montefiore Medical Center Pulseless oximeter to estimate arterial oxygen saturation noninvasively in patients with weak or absent pulses
KR102310652B1 (en) * 2014-08-12 2021-10-12 삼성전자주식회사 Test method for sample, microfluidic device and test apparatus
CN104257390B (en) * 2014-09-04 2016-04-20 深圳市前海安测信息技术有限公司 Woundless blood sugar assay method and system
WO2016054079A1 (en) 2014-09-29 2016-04-07 Zyomed Corp. Systems and methods for blood glucose and other analyte detection and measurement using collision computing
CN104288854B (en) * 2014-10-28 2016-11-09 北京麦邦光电仪器有限公司 High precision closed loop blood constituent separates blood-sampling method and blood-taking device in real time
KR102335739B1 (en) 2014-12-19 2021-12-06 삼성전자주식회사 Apparatus and method for measuring a blood glucose in a noninvasive manner
US20160206232A1 (en) * 2015-01-15 2016-07-21 Socrates Health Solutions, Inc. Methods and Apparatus for Optical Non-Invasive Blood Glucose Change Indication
WO2016123129A1 (en) * 2015-01-26 2016-08-04 New York University Wearable band
US10328202B2 (en) 2015-02-04 2019-06-25 Covidien Lp Methods and systems for determining fluid administration
US9904890B2 (en) 2015-03-13 2018-02-27 Instrumentation Laboratory Company Detecting a transient error in a body fluid sample
US10499835B2 (en) 2015-03-24 2019-12-10 Covidien Lp Methods and systems for determining fluid responsiveness in the presence of noise
US10251564B2 (en) 2015-03-31 2019-04-09 Siemens Healthcare Gmbh Thermal patient signal analysis
US9554738B1 (en) 2016-03-30 2017-01-31 Zyomed Corp. Spectroscopic tomography systems and methods for noninvasive detection and measurement of analytes using collision computing
CA3022276C (en) * 2016-05-11 2024-01-02 Nova Biomedical Corporation Whole blood so2 sensor
DE102016109694A1 (en) * 2016-05-25 2017-11-30 Osram Opto Semiconductors Gmbh SENSOR DEVICE
JP6954934B2 (en) 2016-07-08 2021-10-27 コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. Devices and methods for measuring physiological parameters of the human limb
JP6846152B2 (en) * 2016-10-03 2021-03-24 浜松ホトニクス株式会社 Blood glucose measuring device, blood glucose calculation method and blood glucose calculation program
US10405782B2 (en) 2016-10-18 2019-09-10 Kestrel Labs, Inc. Photoplethysmographic device with mechanically-protected sensor connector
WO2018095574A1 (en) * 2016-11-26 2018-05-31 Heinz Schmersal Medizintechnik GmbH & Co. KG Method and measuring arrangement for the transcutaneous detection of bilirubin
TW201821028A (en) * 2016-12-14 2018-06-16 鴻海精密工業股份有限公司 Pulse oximeter
CN106880361A (en) * 2017-03-24 2017-06-23 中山市美图塑料工业有限公司 A kind of bowl controlling system and control method with human body blood oxygen detection function
US11051706B1 (en) * 2017-04-07 2021-07-06 Fitbit, Inc. Multiple source-detector pair photoplethysmography (PPG) sensor
CN108152244A (en) * 2017-12-15 2018-06-12 京东方科技集团股份有限公司 A kind of blood sugar detection apparatus and blood sugar detecting method
JP2022514816A (en) * 2018-08-07 2022-02-16 エス.エヌ. ボース ナショナル センター フォー ベーシック サイエンシーズ Non-invasive screening system for neonatal hyperbilirubinemia
US20220125356A1 (en) * 2019-01-31 2022-04-28 Flow Cpr Inc. Apparatus and method for calculating a volume flow rate of oxygenated blood
US11191460B1 (en) 2020-07-15 2021-12-07 Shani Biotechnologies LLC Device and method for measuring blood components

Family Cites Families (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3958560A (en) * 1974-11-25 1976-05-25 Wayne Front March Non-invasive automatic glucose sensor system
US4167331A (en) * 1976-12-20 1979-09-11 Hewlett-Packard Company Multi-wavelength incremental absorbence oximeter
US4194217A (en) * 1978-03-31 1980-03-18 Bosch Francois J G Van Den Method and apparatus for in-vivo spectroscopic analysis
SU888931A1 (en) 1978-07-11 1981-12-15 Ленинградский Ордена Ленина Электротехнический Институт Им. В.И.Ульянова (Ленина) Photopletismograph
US4394572A (en) * 1981-04-01 1983-07-19 Biox Technology, Inc. Photodetector having an electrically conductive, selectively transmissive window
US4407290A (en) * 1981-04-01 1983-10-04 Biox Technology, Inc. Blood constituent measuring device and method
US4700708A (en) * 1982-09-02 1987-10-20 Nellcor Incorporated Calibrated optical oximeter probe
US4621643A (en) * 1982-09-02 1986-11-11 Nellcor Incorporated Calibrated optical oximeter probe
US4770179A (en) * 1982-09-02 1988-09-13 Nellcor Incorporated Calibrated optical oximeter probe
US4653498A (en) * 1982-09-13 1987-03-31 Nellcor Incorporated Pulse oximeter monitor
US5139025A (en) * 1983-10-14 1992-08-18 Somanetics Corporation Method and apparatus for in vivo optical spectroscopic examination
US4934372A (en) * 1985-04-01 1990-06-19 Nellcor Incorporated Method and apparatus for detecting optical pulses
US4655225A (en) * 1985-04-18 1987-04-07 Kurabo Industries Ltd. Spectrophotometric method and apparatus for the non-invasive
DK282085D0 (en) * 1985-06-21 1985-06-21 Radiometer As METHOD AND APPARATUS FOR DETERMINING BLOOD COMPONENTS
DE3524354C1 (en) * 1985-07-08 1987-01-15 Wienert Volker Device for creating a venous occlusion plethysmogram
US4714080A (en) * 1986-10-06 1987-12-22 Nippon Colin Co., Ltd. Method and apparatus for noninvasive monitoring of arterial blood oxygen saturation
US4805623A (en) * 1987-09-04 1989-02-21 Vander Corporation Spectrophotometric method for quantitatively determining the concentration of a dilute component in a light- or other radiation-scattering environment
US4819752A (en) * 1987-10-02 1989-04-11 Datascope Corp. Blood constituent measuring device and method
US4882492A (en) * 1988-01-19 1989-11-21 Biotronics Associates, Inc. Non-invasive near infrared measurement of blood analyte concentrations
US5009230A (en) * 1988-05-31 1991-04-23 Eol, Inc. Personal glucose monitor
US5101825A (en) * 1988-10-28 1992-04-07 Blackbox, Inc. Method for noninvasive intermittent and/or continuous hemoglobin, arterial oxygen content, and hematocrit determination
US5187672A (en) * 1989-02-06 1993-02-16 Nim Incorporated Phase modulation spectroscopic system
US5028787A (en) * 1989-01-19 1991-07-02 Futrex, Inc. Non-invasive measurement of blood glucose
US5086229A (en) * 1989-01-19 1992-02-04 Futrex, Inc. Non-invasive measurement of blood glucose
US4909259A (en) * 1989-04-21 1990-03-20 Tehrani Fleur T Method and apparatus for determining metabolic rate ratio
US5137023A (en) * 1990-04-19 1992-08-11 Worcester Polytechnic Institute Method and apparatus for monitoring blood analytes noninvasively by pulsatile photoplethysmography
IE77034B1 (en) * 1990-06-27 1997-11-19 Futrex Inc Non-invasive masurement of blood glucose
US5372136A (en) * 1990-10-06 1994-12-13 Noninvasive Medical Technology Corporation System and method for noninvasive hematocrit monitoring
JPH0492166U (en) * 1990-12-04 1992-08-11
US5490505A (en) * 1991-03-07 1996-02-13 Masimo Corporation Signal processing apparatus
US5413100A (en) * 1991-07-17 1995-05-09 Effets Biologiques Exercice Non-invasive method for the in vivo determination of the oxygen saturation rate of arterial blood, and device for carrying out the method
US5285782A (en) * 1992-01-17 1994-02-15 Physio-Control Corporation Method and apparatus for improving the accuracy of pulse transmittance oximeter
US5297548A (en) * 1992-02-07 1994-03-29 Ohmeda Inc. Arterial blood monitoring probe
US5355880A (en) * 1992-07-06 1994-10-18 Sandia Corporation Reliable noninvasive measurement of blood gases
DE4238641C2 (en) * 1992-11-16 1994-12-08 Kraus Manfred Device and working method for determining and evaluating the physiological state of vascular systems
US5360004A (en) * 1992-12-09 1994-11-01 Diasense, Inc. Non-invasive determination of analyte concentration using non-continuous radiation
US5313941A (en) * 1993-01-28 1994-05-24 Braig James R Noninvasive pulsed infrared spectrophotometer
US5448071A (en) * 1993-04-16 1995-09-05 Bruce W. McCaul Gas spectroscopy
US5435309A (en) * 1993-08-10 1995-07-25 Thomas; Edward V. Systematic wavelength selection for improved multivariate spectral analysis
JP3345481B2 (en) * 1993-09-22 2002-11-18 興和株式会社 Pulse wave spectrometer
US5553615A (en) * 1994-01-31 1996-09-10 Minnesota Mining And Manufacturing Company Method and apparatus for noninvasive prediction of hematocrit
US5503148A (en) * 1994-11-01 1996-04-02 Ohmeda Inc. System for pulse oximetry SPO2 determination
JP3562847B2 (en) * 1994-11-15 2004-09-08 謙 石原 Hemoglobin concentration measuring device
JPH08299310A (en) * 1995-05-02 1996-11-19 Toa Medical Electronics Co Ltd Non-invasive blood analysis device and method therefor
US5638816A (en) * 1995-06-07 1997-06-17 Masimo Corporation Active pulse blood constituent monitoring
US5636633A (en) * 1995-08-09 1997-06-10 Rio Grande Medical Technologies, Inc. Diffuse reflectance monitoring apparatus
US5655530A (en) * 1995-08-09 1997-08-12 Rio Grande Medical Technologies, Inc. Method for non-invasive blood analyte measurement with improved optical interface
US5741213A (en) * 1995-10-25 1998-04-21 Toa Medical Electronics Co., Ltd. Apparatus for analyzing blood
US5869971A (en) * 1996-05-17 1999-02-09 Sendx Medical, Inc. Method and apparatus for ratiometric measurement of hematocrit
US5842979A (en) * 1997-02-14 1998-12-01 Ohmeda Inc. Method and apparatus for improved photoplethysmographic monitoring of oxyhemoglobin, deoxyhemoglobin, carboxyhemoglobin and methemoglobin

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US6064898A (en) 2000-05-16
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AU6257599A (en) 2000-04-10

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