|Número de publicación||USRE41949 E1|
|Tipo de publicación||Concesión|
|Número de solicitud||US 11/525,188|
|Número de PCT||PCT/US2000/025155|
|Fecha de publicación||23 Nov 2010|
|Fecha de presentación||14 Sep 2000|
|Fecha de prioridad||14 Sep 1999|
|También publicado como||CA2384813A1, CA2384813C, CA2384822A1, CA2384822C, EP1221034A1, EP1221034A4, EP1221034B1, EP1221035A1, EP1221035A4, EP1221035B1, WO2001020305A1, WO2001020305A9, WO2001020306A1, WO2001020306A9|
|Número de publicación||11525188, 525188, PCT/2000/25155, PCT/US/0/025155, PCT/US/0/25155, PCT/US/2000/025155, PCT/US/2000/25155, PCT/US0/025155, PCT/US0/25155, PCT/US0025155, PCT/US025155, PCT/US2000/025155, PCT/US2000/25155, PCT/US2000025155, PCT/US200025155, US RE41949 E1, US RE41949E1, US-E1-RE41949, USRE41949 E1, USRE41949E1|
|Inventores||Randall L. Barbour, Christoph H. Schmitz|
|Cesionario original||The United States Of America As Represented By The Department Of Health And Human Services|
|Exportar cita||BiBTeX, EndNote, RefMan|
|Citas de patentes (24), Citada por (6), Clasificaciones (7), Eventos legales (5)|
|Enlaces externos: USPTO, Cesión de USPTO, Espacenet|
This application claims the benefit under 35 U.S.C. § 120 of prior U.S. Provisional Patent Application Serial Nos. 60/153,926 filed Sep. 14, 1999, entitled DYNAMIC TOMOGRAPHY IN A SCATTERING MEDIUM and 60/154,099 filed Sep. 15, 1999, entitled DYNAMIC TOMOGRAPHY IN A SCATTERING MEDIUM.
This application is related to copending application Ser. No. PCT/US00/25136 filed on the same date as this application, entitled “METHOD AND SYSTEM FOR IMAGING THE DYNAMICS OF SCATTERING MEDIUM” by inventor R. Barbour is hereby incorporated by reference (hereinafter the “Barbour 4147PC2 application”). The counterpart U.S. patent application is app. Ser. No. 10/088,190, filed Mar. 14, 2002.
This application is related to copending application Ser. No. PCT/US00/25157 filed on the same date as this application, entitled “METHOD AND SYSTEM FOR ENHANCED IMAGING OF A SCATTERING MEDIUM” by inventors R. Barbour and Y. Pei and is hereby incorporated by reference (hereinafter the “Barbour 4149PC1 application”). The counterpart U.S. patent application is app. Ser. No. 10/088,185, filed Mar. 14, 2002.
This application is also related to copending application Ser. No. PCT/US00/2515, filed on the same date as this application, entitled “IMAGING OF SCATTERING MEDIA USING RELATIVE DETECTOR VALUES” by inventor R. Barbour and is hereby incorporated by reference (hereinafter the “Barbour 4149PC2 application”). The counterpart U.S. patent application is app. Ser. No. 10/088,192, filed Mar. 14 2002.
This invention was made with U.S. Government support under contract number CA-RO166184-02A, awarded by the National Cancer institute. The U.S. Government has certain rights in the invention.
The invention relates to a system and method for tomographic imaging of dynamic properties of a scattering medium, which may have special application to medical imaging, and in particular to systems and methods for tomographic imaging using near infrared energy to image time variations in the optical properties of tissue.
Contrary to imaging methods relying on the use of ionizing radiation and/or toxic/radioactive contrast agents, near infra-red (NIR)-imaging methods bear no known risk of causing harm to the patient. The dose of optical intensity used remains far below the threshold of thermal damage and is therefore safe. In the regime of wavelength/intensity/power used, there are no effects on patient tissue that accumulate with increasing NIR dose due to over-all irradiation time.
The general technology involved in optical tomography is developed and understood, so that, compared to other cross-sectional imaging techniques such as MRI, X-ray CT, and the like, only moderate costs and relatively small-sized devices are required. Optical tomography especially gains from the development of small, economical, yet powerful semiconductor lasers (laser diodes) and the availability of highly integrated, economical off-the-shelf data processing electronics suitable for the application. Moreover, the availability of powerful yet inexpensive computers contributes to the attractiveness of optical tomography since a significant computational effort may be necessary for both image reconstruction and data analysis.
Optical tomography yields insights into anatomy and physiology that are unavailable from other imaging methods, since the underlying biochemical activities of physiological processes almost always leads to changes in tissue optical properties. For example, imaging blood content and oxygenation is of interest. Blood shows prominent absorption spectra in the NIR region and vascular dynamics and blood oxygenation play a major role in physiology/pathology.
However, cross-sectional or volumetric imaging of dynamic features in large tissue structures is not extractable with current optical imaging methods. At present, whereas a variety of methods involving imaging and non-imaging modalities are available for assessing specific features of the vasculature, none of these assess dynamic properties based on measures of hemoglobin states. For instance, detailed images of the vascular architecture involving larger vessels (>1 mm dia.) can be provided using x-ray enhanced contrast imaging or MR angiography. These methods however are insensitive to hemoglobin states and only indirectly provide measures of altered blood flow. The latter is well accomplished, in the case of larger vessels, using Doppler ultrasound, and for near-surface microvessels by laser Doppler measurements, but each is insensitive to variations in tissue blood volume or blood oxygenation. Ultrasound measurements are also limited by their ability to penetrate bone. Other methods are available, (e.g., pulse volume recording, magnetic resonance (MR) BOLD method, radioscintigraphic methods), and each is able to sample, either directly or indirectly, only a portion of the indicated desired measures.
Thus, there is a need for a system and method of data collection providing cross-sectional or volumetric imaging of dynamic features in large tissue structures
The present invention provides a system and method for generating an image of dynamic properties in a scattering medium. The system includes an energy source, such as a NIR emitting source, and a detection system to measure received energy. In an exemplary embodiment, the detection system has at least one photo-detector such as a photodiode, a means for rapid adjustment of signal gain, and a device for retaining a measured response in order to investigate the dynamic variations in the optical properties of tissues. Depending on the implementation, the detection system further may also include at least one means for separating a plurality of signals from the photo-receiver when multiple energy sources are used simultaneously. This simultaneous use of multiple energy sources allows the use of different wavelengths and/or different source locations at the same time.
In one implementation using optical tomographic imaging, a specimen is exposed to NIR light emitted from at least one laser diode. Furthermore an imaging head may be utilized that contains means for positioning at least one source location and / or at least one detector location with respect to the medium. The energy detector may use an energy collecting element, such as an optical fiber to transmit the received energy. The energy detector is responsive to the energy or light emerging from the specimen. In accordance with the invention, the signal from the detector is selectively enhanced in gain to increase the dynamic measurement range. The method may further include separating via at least one lock-in amplifier a plurality of signals generated by multiple energy sources. In addition, the method allows simultaneous measurements of signals produced by the NIR light by means of a sample-and-hold circuit when more than one detector fiber is used.
For a better understanding of the invention, together with the various features and advantages thereof, reference should be made to the following detailed description of the preferred embodiments and to the accompanying drawings wherein:
The objective of the invention is to provide a system and method capable to extract dynamics in properties of a scattering medium. The use of the invention's system and method has several applications including, but not limited to, medical imaging applications. Although the methods described herein focus on tomographic imaging the dynamic properties of hemoglobin states and tissue using optical tomography, with an imaging source generating multiple wavelengths in the NIR region, it is appreciated that the invention is applicable to any medium that is able to scatter the propagating energy from any energy source, including external energy sources such as those sources located outside the medium and/or internal sources such as those energy sources located inside the medium. For example, other media includes, but are not limited to, medium from mammals, botanical life, aquatic life, or invertebrates; oceans or water masses; foggy or gaseous-atmospheres; earth strata; industrial materials; man-made or naturally occurring chemicals and the like. Energy sources include, but are not limited to, non-laser optical sources like LED and high-pressure incandescent lamps and lasers sources such as laser diodes, solid state lasers such as titanium-sapphire laser and ruby laser, dye laser and other electromagnetic sources, acoustic energy, acoustic energy produced by optical energy, optical energy, and any combinations thereof
Similarly the means to detect the signal produced by the energy source is not limited to photodiode implementation discussed in one of the preferred embodiments further described herein. Other detectors can be used with the principles of the present invention for the purpose of tomographic imaging the dynamic properties of a medium. Such detectors include for example, but are not limited to, photodiodes, PIN diodes (PIN), Avalanche Photodiodes (APD), charge couple device (CCD), charge inductive device (CID), photo-multiplier tubes (PMT), multi-channel plate (MCP), acoustic transducers and the like.
The present invention builds upon previous disclosures in U.S. Pat. Nos. 5,137,355 (“the '355 patent”) entitled “Method of Imaging a Random Medium” (“the '355 patent”) and U.S. Pat. No. 6,081,322 (“the '322 patent”) entitled “NIR Clinical Opti-Scan System”, the disclosures of both the '355 and '322 patents are incorporated herein by reference. Disclosed in these patents is an approach to optical tomography, and the instrumentation required to accomplish the tomography. The modifications in the present invention provide fast data acquisition, and new imaging head designs. Fast data acquisition allows accurate sampling of dynamic features. The modification in the imaging head allows accommodation of different size targets (e.g., breast); the stabilization of the target against motion artifacts; conforming the target to a simple well-defined geometry; and knowledge of source and detector positioning on or about the target. All of the enumerated features listed above for the imaging head is crucial for accurate image reconstruction.
Additionally, the present invention uses detector circuitry that allows quick adaptation of the measurement range to the signal strength thereby increasing the over-all dynamic range. “Dynamic range” for the purposes of this description means the ratio between the highest and lowest detectable signal. This makes the circuitry suitable for use with source-detector distances that can vary significantly during the data collection, thereby allowing fast data acquisition over wide viewing angles. For instance, we are aware that dynamic features of dense scattering media may be extractable from measurements using a single source and single detector at a fixed distance between each other. Depending on the implementation, such an arrangement could be made using a detector of relatively small dynamic range. Although we are aware of the possible usefulness of such a measurement, our invention allows the measurement of dynamics in optical properties of dense scattering media using source-detector pairs over a wide range of distances (e.g., greater than or about 5 cm). Such fall tomographic measurements allow for improved accuracy in image reconstruction.
Depending upon the implementation, it is within the scope of the present invention to include those embodiments using a restricted source detector distance and therefore not requiring fast gain adjustment. For example, in one embodiment, the system of the present invention can also be operated using detector channels of low-dynamic range (e.g., 1:10.00) when detector fibers of a fixed distance from the source are being used for the measurement (e.g., the detector opposite the source).
The data collection scheme of the present invention disclosed herein provides time-series of raw data sets that provide useful information about dynamic properties of the scattering medium without any further image reconstruction. For example, by displaying the raw data in a color mapping format, features can be extracted by sole visual inspection. In addition to that, analysis algorithms of various types such as, but not limited to, linear and non-linear time-series analysis or pattern recognition methods can be applied to the series of raw data. The advantage of using these analytical methods is the improved capability to reveal dynamic signatures in the signals.
In another implementation, image reconstruction methods may be applied to the sets of raw data thereby providing time series of cross-sectional images of the scattering medium. For these implementations, analysis methods of various types such as, but not limited to, linear and non-linear time-series analysis, filtering, or pattern recognition methods can be applied. The advantage of using such analysis is the improved extraction of dynamic features and cross-sectional view, thereby increasing diagnostic sensitivity and specificity. These methods are explained in detail in the '355 and '322 patents, which were previously described and incorporated in as reference.
The invention reveals measurements of real-time spatiotemporal dynamics. Depending on the implementation, an image of dynamic optical properties of scattering medium such as, but not limited to, the vasculature of the human body in a cross-sectional view is provided. The technology employs low cost, compact instrumentation that uses non-damaging near infrared optical sources and features several alternate imaging heads to permit investigation of a broad range of anatomical sites.
In another implementation, the principles of the present invention can be used in conjunction with contrast agents such as absorbing and fluorescent agents. In another variant, the present invention allows tie cross-sectional measurements of changes in optical properties due to variations in temperature. The advantage of this variant is seen, but not restricted to, the use of monitoring cryosurgery.
A system using the modified instrumentation and described methods of the instant invention is capable of producing cross-sectional images of real-time events associated with vascular reactivity in a variety of tissue structures (e.g., limbs, breast, head and neck). Such measurements permit an in-depth analysis of local hemodynamic states that can be influenced by a variety of physiological manipulations, pharmacological agents or pathological conditions. Measurable physiological parameters include identification of local dynamic variations in tissue blood volume, blood oxygenation, estimates of flow rates, and tissue oxygen consumption. It is specifically noted that measurements of several locations on the same medium can be taken. For example, measurements may be taken of the leg and arm areas of a patient at the same time. Correlation, of data between the different locations is available using the methods described herein.
The invention also provides both linear and non-linear time series analysis to reveal site specific functionality of the various components of the vascular tree. Thus the response characteristics of the major veins, arteries and structures associated with the microcirculation can be evaluated in response to a range of stimuli.
Fast data collection methods are particularly helpful because there are many disease states with specific influences on the spatial-dynamic properties of vascular responses. Accordingly, it is understood that significantly greater contrast mechanisms are definable, with much greater diagnostic sensitivity. This is accomplished by collecting and evaluating data in the time domain. These results are not available by performing static imaging studies.
The importance of dynamic properties follows directly from an understanding of the well known physiological reactivity of the vascular system. Control of the peripheral vasculature is mediated by neural, humoral and metabolic factors. Neural control is principally through autonomic activity. The details of these properties are well known to many, and can be found in any one of several medical physiology texts. Loss of autonomic control occurs in a variety of disease processes, especially in diabetes. Invariably, this loss of control will adversely influence local perfusion states. The current invention has the capacity to directly evaluate the concept known as vascular sufficiency. This tern takes into account the fact that, among its many roles, the vasculature is uniquely responsible for the delivery of essential nutrients to tissue, in particular, oxygen, and for the removal of metabolic waste products. Imbalances between supply and demand lead to relative hypoxic states, which often are clinically significant.
From a source module 101 energy is directed to the medium 102 from which the exiting energy is measured by means of detector 106, further discussed below. As previously discussed, there is a variety of sources, media, and detectors that may be used with the principles of the present invention. The following is a discussion of a sampling of such elements with the intention to describe how the invention is realized. In no way are these examples meant, nor do they intend to limit the invention to these implementations. A variation of elements as described herein may also utilize the principles of the present invention.
In one implementation, measurements of dynamics in the optical properties of the medium is accomplished by using optical source energy and performing rapid detection of the acoustic energy created by absorption processes in the medium. This can be implemented using both pulsed and harmonic modulated light sources, the latter allowing for lock-in detection. Detectors can be, but are not limited to, piezo-electric transducers such as PZT crystals or PVDF foils.
In another variant, a timing and control facility 104 is used to coordinate source and detector operation. This coordination is further described below. A device 116 provides acquisition and storage of the data measured by the detector 106. Depending on the implementation, control and timing of the system's components is provided by a computer, which includes a central processor unit (CPU), volatile and non-volatile memory, data input and output ports, data and program code storage on fixed and removable media and the like. Each main component is described in greater detail below.
Referring again to
The measuring head 206 comprises the common end of a bifurcated optical fiber bundle, whose split ends are formed by the source fiber bundle 306 and detector fiber bundle 207. Source fiber bundle 306 and detector fiber bundle 207 form a bulls eye geometry at the common end with the source fiber bundle in the center. In other embodiments, source and detector bundles are arranged differently at the common end (e.g., reversed geometry or arbitrary arrangement of the bundle filaments). The common end of a bifurcated optical fiber bundle, preferably comes in contact with the medium, however, this embodiment is not limited to contact with the medium. For example, the common ends may simply be disposed about the medium. The signal is transmitted from the detector fiber bundle 207 to a detector unit 106 that comprises at least one detector channel 205 further described herein. The detector channel 205 is coupled to the data acquisition unit 116 and the timing control unit 104. Depending on the implementation, a phase shifter 204 may or may not be used, and is coupled to the detector unit 106 for the purposes of providing a reference signal for the purposes of filtering the signal received from bundle 207.
Depending on the implementation, illustrated in
Light from laser 101 is transmitted to unit 300 by means of transmitting optics 303 including, but not limited to, fiber optics and free propagating beams. Further beam shaping optics 301 may be used to optimize in coupling efficiency into the transmitting fibers. Units 303 and 301 are under mechanical fine adjustment in their position with respect to the mirror 309.
Motor 308 is operated under control of motion control 201 to allow for precise positioning and timing. By this means, it is possible to operate the motor under complex motion protocols such as in a start-stop fashion where the motor stops at a desired location thereby allowing the stable coupling of light into a transmitting fiber bundle. After the measurement at this source location is performed, the motor moves on to the next transmitting fiber. Motion control is in two-way communication with the timing control 104 thereby allowing precise timing of this procedure. Motion control allows the assignment of relative and/or absolute mirror positions allowing for precise alignment of the mirror with respect to the physical location of the fiber bundle. The mirror 306 is surrounded by a cylindrical shroud 309 in order to shield off stray light to prevent cross-talk. The shroud comprises an aperture 310 through which the light beam 302 passes toward the transmitting fiber. It is recognized and incorporated herein other schemes which may be used,(e.g., use of a fiber-optic switching device) to sequentially couple light into the transmitting fibers.
In an equivalent embodiment, fast switching of source positions is accomplished by using a number of light sources, each coupled into one of the transmitting fibers 306 which can be turned on and of each independently by electronic means.
The device employs the servo-motor control system 308 in
Depending on the implementation, the apparatus of the present invention required for time-series imaging, employs the value of using a geometrically adaptive measurement head or imaging head. The imaging head of the present invention provides features that include, but are not limited to, 1) accommodating different size targets (e.g., breast); 2) stabilizing the target against motion artifacts; 3) conforming the target to well-defined geometry; and 4) to provide exact knowledge of locations for sources and detectors. Stability and a known geometry both contribute to the use of efficient numerical analysis schemes.
There are several different embodiments of the imaging head for data collection that may utilize the principles of the present invention. For example the use of an iris imaging head previously disclosed in the '322 and '355 patents , which are incorporated by reference in this disclosure, may be used with the principles of the present invention.
Described below are two exemplary imaging heads with the understanding that the invention may or may not use any type of imaging head, and if an imaging head is used, it would provide the features previously described.
As illustrated in
In one implementation, the imaging head illustrated in
As further shown in
The geometry of the illumination array is not arbitrary. The design shown in
The advantage of this geometry is that each reconstruction data set is derived from a single linear array of source-detector fibers, thereby enabling solution of a 2-D problem without imposing undue physical approximations. The number of source-detector fibers belonging to an array can be varied. Scan speeds attainable with the 2-D array illustrated in
In another implementation, illustrated in
Depending on the implementation, light collected from the target medium is measured by using any of a number of optical detection schemes. One embodiment uses a fiber-taper, which is bonded to a charged coupled detector (CCD) array. The front end of the fiber taper serves to receive light exiting from the collection fibers. These fibers are preferably optical fibers, but can be any means that allows the transmission and reception of signals. The back end of the fiber taper is bonded to a 2-D charge-coupled-detector (CCD) array. In practice, use of this approach generally will require an additional signal attenuation module.
An alternate detection scheme employs an array of discrete photo detectors, one for each fiber bundle. This unit can be operated in a phase lock mode thereby allowing for improved rejection of ambient light signals and the discrimination of multiple simultaneously operated energy sources.
In another embodiment, in order to fulfill the demands posed by the desired physiological studies on the instrument, the following features characterize the detector system: scalable multi-channel design (up to 32 detector channels per unit); high detection sensitivity (below 10 pW); large dynamic range (1:106 minimum); multi-wavelength operation; ambient light immunity; and fast data acquisition (order of 100 Hz all-channel simultaneous capture rate).
To achieve this, the detector system uses photodiodes and a signal recovering technique involving electronic gain switching and phase sensitive detection (lock-in amplification) for each detector fiber (in the following referred to as detection or detector channels) to ensure a large dynamic range at the desired data acquisition rate. The phase sensitive signal recovery scheme not only suppresses electronic noise to a desired level but also eliminates disturbances given by background light and allows simultaneous use of more than one energy source. Separation of signals from simultaneously operating sources can be achieved, as long as the different signals are encoded in sufficiently separated modulation frequencies. Since noise reduction techniques are based on the reduction of detection bandwidth, the system is designed to maintain the desired rate of measurements. In order to achieve a timing scheme that allows simultaneous readout of the channels, a sample-and-hold circuit (S/H) is used for each detection channel output. The analog signals provided by the detector channels are sampled, digitized and stored using the data acquisition system 116. One aspect is the flexibility and scalability of the detection instrument. Not only are the detector channels organized in single, identical modules, but also the phase detection stages, each containing two lock-in amplifiers, are added as cards. In this way, an existing setup can easily be upgraded in either the number of detector channels and/or the number of wavelengths used (up to four) by cloning parts of the existing hardware.
In one embodiment, at least one energy source is used and the signal is sent to at least one of lock-in amplifiers (LIA) 805, 809. Each lock-in amplifier comprises an input 808,812 for the reference signal generated by phase shifter 204 from FIG. 2. After lock-in detection, the demodulated signal is appropriately boosted in gain by means of a programmable gain amplifier (PGA) 806, 810 in order to maximize noise immunity during further signal transmission and to improve digital resolution when being digitized. The gain of PGA 806, 810 is set by digital signals 815.
At each output, a sample-and-hold circuit (S/H) 807, 811 is used for freezing the signal under digital timing by means of signal 816 for purposes described herein.
In one embodiment, the signal 815 is sent to PGA 806,810 in parallel. In one embodiment, the signal 816 is sent to 807,811 in parallel.
As previously illustrated in
As previously noted, timing is crucial in order to provide the desired image capture rate and to avoid false readings due to detector-to-detector time skew.
Because the invention allows for fast source switching and large dynamic range and high data acquisition rates, a schedule indicated by 904 is performed. Here, the source position is switched fast compared to the dynamic features of interest and instantaneous multi-channel detection is performed at each source position. Images 903 are then reconstructed from data sets, which represent an instant state of the dynamic properties of the medium. Only one time series of full data sets (i. e., all source positions and all detector positions) is being recorded. Real time measurement of fast dynamics (e.g., faster than I Hz) of the medium is provided by the invention.
This concept of a modular system is further illustrated in FIG. 11. Up to thirty-two (32) detector modules 1100 (each with 2 lock-in modules each for two modulation frequencies) are arranged using an enclosure 1102. The cabinet also can carry up to two phase shifting modules 1104, 1106, each containing two digital phase shifter under computer control. The ability to adjust the reference phase with respect to the signal becomes necessary since unavoidable phase shifts in the signal may lead to non-optimum lock-in detection or can even result in a vanishing output signal. Organization of data, power supply and signal lines is provided by means of two back planes 1108, 1110
Depending on the implementation, the detector system design illustrated in
In order to remove undesired AC components, the demodulated signal passes through an active 4-pole Bessel-type filter IC3, IC4, IC9, IC10 (Burr Brown UAF42). A Bessel-type filter has been chosen in order to provide fastest settling of the lock-in amplifier for a given bandwidth. Since a Bessel-filter shows only slow stopband-transition, a 4-pole filter is being used to guarantee sufficient suppression of cross talk between signals generated by different sources (i.e. of different modulation frequency). The filter has its 3 dB point at 140 Hz, resulting in 6 ms settling time for a step response (<1% deviation of actual value). The isolation of frequencies separated by 1 kHz is 54 dB. The filters are followed by a programmable gain amplifier IC5, IC 11, whose general function has been described above. The last stage is formed by a sample-and-hold chip (S/H) IC6, IC12 (National LF398).
In another implementation, the phase sensitive detection can be achieved with digital methods using digital signal processing (DSP) components and algorithms. The advantage of using DSP with the principles of the present invention is improved electronic performance and enhanced system flexibility.
In another implementation, an analog-to-digital converter is used for each detector channel thereby improving noise immunity of the signals.
Although illustrative embodiments have been described herein in detail, those skilled in the art will appreciate that variations may be made without departing from the spirit and scope of this invention. Moreover, unless otherwise specifically stated, the terms and expressions used herein are terms of description and not terms of limitation, and are not intended to exclude any equivalents of the system and methods set forth in the following claims.
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|Clasificación de EE.UU.||356/446|
|Clasificación internacional||G01N21/35, G01N21/17, G01N21/47, A61B10/00|
|7 May 2012||REMI||Maintenance fee reminder mailed|
|26 Jul 2012||SULP||Surcharge for late payment|
Year of fee payment: 7
|26 Jul 2012||FPAY||Fee payment|
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|3 Jun 2013||AS||Assignment|
Owner name: THE RESEARCH FOUNDATION OF STATE UNIVERSITY OF NEW
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:BARBOUR, RANDALL L.;SCHMITZ, CHRISTOPH H.;REEL/FRAME:030532/0509
Effective date: 20001129
|16 Jul 2013||CC||Certificate of correction|