text:
|Publication number
|Publication type
|Application number
|Publication date
|Oct 31, 2006
|Filing date
|Sep 19, 2003
|Priority date
|Sep 23, 2002
|Fee status
|Also published as
|Publication number
|Artur G. Olszak, Chen Liang, Michael R. Descour
|Original Assignee
|Dhetrix, Inc.
|Export Citation
|BiBTeX, EndNote, RefMan
|Patent Citations (8), Non-Patent Citations (2), Referenced by (12), Classifications (10), Legal Events (4)
|External Links: USPTO, USPTO Assignment, Espacenet
This application claims the benefit of the applicants' provisional application Ser. No. 60/413,399 filed Sep. 23, 2002, incorporated by reference herein in its entirety.
This invention relates to a scanning imaging system providing for multiple modalities of operation.
To obtain an image of an object, it is often necessary to scan the object by moving one of the object and the imaging system relative to the other. One common use in which this need arises is light microscopy, particularly where a tissue specimen is being imaged for diagnostic analysis; however, image scanning may be employed where there is no magnification, or where there is demagnification.
In microscopy, the need arises particularly when using conventional, single-axis, microscopes, where resolution must be traded off with the microscope's field of view ("FOV") i.e., the FOV must be decreased in order to increase resolution. Therefore, a microscope with an objective having a FOV that is too small to image an entire specimen at a desired resolution is often provided with a motorized stage for scanning the specimen. The motorized stage translates microscope slides to, sequentially, move one portion of the specimen into a field of view of the microscope and then another, to obtain respective image portions of the specimen. An image of the entire specimen, or selected portions greater than the microscope's field of view, may be assembled from the individual two-dimensional fields of view in a process known as "tiling."
This scanning is time-intensive. Moreover, the tiling process associated with this scanning exacts penalties in speed and reliability. Tiling requires computation overhead, and severe mechanical requirements are placed on the stage, e.g., to translate from one location to another accurately and to settle quickly for imaging, or tile alignment errors may be difficult or impossible to accurately correct. A most serious source of error results from differences in alignment between the line of sensors used for recording an image tile and the direction of horizontal slide transport provided by the scanning system.
Recently, a multi-axis imaging system has been developed employing an array of optical elements. Adapted for microscopy, the array is miniaturized to form a miniature microscope array ("microscope array").
The microscope array is able to obtain a microscopic image of all, or a large portion, of a relatively large specimen or object, such as the 20 mm�50 mm object area of a standard 1″�3″ microscope slide. This is done by scanning the object line-by-line with an array of optical elements having associated arrays of detectors.
The optical elements are spaced a predetermined distance from one another, and the entire array and object are moved relative to one another so that the positional relationship between image data from the detectors is fixed, and data are thereby automatically aligned. This provides the outstanding advantage of eliminating the need for tiling.
Another outstanding advantage of the multi-axis imaging system is its speed. An entire specimen can be imaged in one pass because the FOV of the system can be arbitrarily large without sacrificing resolution. However, a mode of operation in which multiple passes are employed may still be needed where the dimensions of a given array are, for a given application, insufficient to cover the entire area of the object to be imaged in a single pass.
In complex scientific analysis, data from multiple sources are often combined to form a more complete perception of a phenomenon under observation. For example, in medical research, visual tissue information is combined with information about the presence or absence of certain chemical substances in the body of the tissue cells. The latter information may be obtained by use of fluorescent microscopy, two-photon microscopy, or multi-photon microscopy, to detect markers particular to the chemical compounds or biological structures under analysis. Researchers typically must use separate instruments to provide these different imaging modes of operation, which complicates data gathering and presents a problem of positionally correlating data from one instrument with the data from another.
Where conventional single-axis microscopes provide for multiple modes of operation, such as transmitted light and dark field illumination, the modes make use of common optical systems and cannot be used independently of one another, making positional correlation even more difficult as well as time consuming. Regarding multi-axis systems, while it is convenient using integrated manufacturing processes to fabricate arrays that realize a single imaging modality, it may not be practical or even possible to integrate manufacture of an array providing for a desired set of multiple imaging modalities.
Accordingly, there is a need for a multi-mode scanning imaging system that makes available the advantages of a multi-axis scanning imaging for multiple imaging modalities.
Preferred embodiments of a multi-mode scanning imaging system are disclosed herein according to the present invention. The systems include a plurality of sets of optical elements and a scanning mechanism. Each set is disposed with respect to a corresponding image plane and configured to image respective portions of an object. A scanning mechanism produces relative translation between the sets and the object so as to scan the object. Sets of image sensors corresponding to the sets of optical elements are adapted to capture image data representative of the respective portions of the object. A mode implementation system combines the image data according to one or more desired modes of operation of the imaging system.
Objects, features and advantages of the invention will be more fully understood upon consideration of the following detailed description, taken in conjunction with the following drawings.
The present invention is particularly advantageous in miniature microscope arrays specifically, and in multi-axis imaging systems generally. Accordingly, preferred embodiments of the invention are described herein in the context of miniature microscope arrays, which are explained in detail below as general technical background. However, single-axis imaging systems adapted in accord with the principles described herein also fall within the scope of the invention, and imaging systems other than microscopes may be used without departing from the principles of the invention.
General Technical Background—Microscope Arrays
An exemplary miniature microscope array 10 is shown in
In this example, the microscope array is for scanning an object 28, which is shown as a microscope slide. Typically, a tissue specimen is mounted on the microscope slide in thin section, but the array 10 may be used to image any object.
The array 10 comprises an optical system 9 that includes a set of optical elements 34. The optical elements 34 are provided in groups such as the optical elements 13 a, 14 a, 16 a and 18 a of the group 34 a indicated in
Turning back to
Each group 34 a of optical elements is a miniature microscope objective for the microscope array, and is hereinafter referred to as an objective. An area of the object to be imaged is positioned with respect to the lens system 9 so that the area lies in the object planes of the corresponding objectives in the set.
The microscope array 10 typically employs visible light for imaging, but may use electromagnetic radiation of any wavelength. The light is provided by an illumination system (not shown), which may be one of two basic types. With the first type of illumination, known as "epi-illumination," light incident the object is reflected from the object into the optical system 9. With the second type of illumination, known as "trans-illumination," light is transmitted through the object into the lens system 9. Both types of illumination could be used in combination.
The microscope array 10 further comprises a sensing system 19 having a plurality of groups of image sensors 20, corresponding respectively to the objectives 34 a. The image sensors 20 are positioned with respect to the lens system 9, such as by being mounted on supports 22, so that sensing elements (or areas) of the sensors 20 lie in the image planes of the objectives.
The image sensors 20 capture image data obtained from the interaction of the light with the object being imaged. With reference to
A height and pitch/roll adjustment mechanism 30 is provided to translate the object in the vertical direction "V," and to adjust the pitch "P" and roll "R" of the object, for focusing the array 10 on the object and accommodating any tip or tilt of the object. A scanning mechanism 27 is provided to translate the object laterally, e.g., in the horizontal direction "H," for scanning the object with the objectives 34 a. The scanning mechanism is typically a motorized stage or carriage adapted to hold the object; however, it will be readily appreciated that the scanning mechanism may move the array 10 rather than the object to provide relative motion between the object and the array.
Scanning is preferably performed at a constant velocity ("continuous scanning"), though this is not essential, and step-and-image scanning may be employed where the mechanism 27 advances in increments that are not greater than the FOV of an individual objective 34 a.
The slide 28 is scanned by moving the slide in a scan direction "S" relative to the array 10. As can be seen, each row "r" of the array is staggered with respect to the adjacent row. For example, the row "r2" is staggered slightly to the left of the row "r1."
The reason for this is made apparent in
The 80 objectives 34 a of the example above correspond to a FOV of 250 μm for each objective and a spacing of 2.0 mm between adjacent objectives of the same row, providing for 50 μm of overlap, for scanning the 20 mm width of a standard microscope slide with overlap.
Returning to
The computer 26 also stores the image data produced by the sensors 20 of the sensing system 19. The computer concatenates the image data to produce a composite image of the object by re-ordering the data streaming from the array of image sensors. For example, given the scan direction "S," data from the first sensing element 20 1,1 (
Alternatively, the computer 26 may concatenate the image data and thereby produce a composite image by storing the data in a memory. The data are stored in an ordered matrix representative of the locations of the sensing elements in the array from which the data came.
Manufacturing tolerances also produce non-ideal spacing between the objectives in different rows, in the longitudinal or scan direction. In a step of longitudinal alignment, the array can be calibrated by delaying the output of the image sensors of one objective in one row with respect to the output of the image sensors of an adjacent objective in an adjacent row more or less than the delay that is indicated for the ideal case.
The image sensors 20 are preferably distributed in linear arrays 50 aligned in a direction perpendicular to the scan direction "S," as shown in
Another use of the linear arrays 50 is to introduce redundancy into image sensing. In the event that a pixel in one of the linear arrays 50 fails to operate within acceptable specifications, then the sensing function of that pixel may be accomplished by a corresponding pixel in another array. Given the configuration shown in
Linear array portions of a two-dimensional array configuration for the image sensors 20 may also be provided with different pixel-to-pixel spacings. For example, the pixel-to-pixel spacing associated with the array 50 a of the configuration 38 may be adapted for the transverse magnification associated with the center wavelength of the particular spectral filter used to cover the array 50 a.
Linear array portions of a two-dimensional array configuration for the image sensors may also be used to increase the signal-to-noise ratio (SNR) in a technique known as time-delay-and-integration (TDI). As a result of scanning an object row-by-row, charge accumulated in a first row of the image sensors 20 is moved on in columns in synchronicity with the scanning to adjacent rows in sequence and is eventually collected at a last row. The noise variance and the charge increase linearly with the number of rows, and the SNR (ratio of charge to the standard deviation of the noise) is improved relative to a single row of photodetectors by the square root of the number of rows. The effects of fixed pattern noise may also be diminished by averaging over each column.
A linear array of the sensing elements 20 (e.g.,
Either type of sensing array may be adapted to image using different modes of operation or modalities, such as fluorescent microscopy, two-photon microscopy, or multi-photon microscopy. A method of two-photon fluorescence imaging is described in U.S. Pat. No. 5,034,613. A method of multi-photon fluorescence imaging wherein light is delivered via an optical fiber is described in U.S. Pat. No. 5,995,281. Adapted for use in the array microscope 10, the latter method may employ multiple optical fibers corresponding to the multiple objectives 34 a of the array.
For microscope arrays such as the array 10, a high numerical aperture (NA) is desired for the objective 34 a to obtain high resolution.
Asphere Coefficients on Surface 6:
Asphere Coefficients on Surface 8
It may now be noted for purposes of definition herein that a group 34 a of optical elements such as the optical elements 34 a 1–34 a 4 is a set of optical elements for a single-axis system; however, a multi-axis system includes a plurality of groups like the group 34 a, so that a set of optical elements for a multi-axis system is a set of groups.
Turning to
Specific Preferred Embodiments
Turning to
Image data from the three microscopes are combined to form a composite color image. The process of combining image data for this and other purposes such as those described below is discussed separately further below. It may be noted that the same functionality of imaging in different spectral bands can be provided using identical microscope arrays and altering the spectral properties of illumination corresponding to the particular array.
Turning to
After passing the microscopes 410 a, 410 b, and 410 c, the specimen passes the microscope 410 d, which is focused on a first object plane 404 d that is positioned inside or within the preparation. Finally, the specimen passes the microscope 410 e, which is focused on a second object plane 404 e that is also inside the specimen but at a different depth than the first object plane 404 d. Respective trans-illumination systems 430 d and 430 e are provided to trans-illuminate the specimen for the microscopes 410 d and 410 e. The illumination systems and the image sensors of the microscopes are all tailored for the particular imaging modalities of the microscopes.
Turning to
The super-array of this example can be used to scan 5 different objects 628, e.g., 5 microscope slides 628 a–628 e, in respective longitudinal scan directions "SL" that correspond to the columns of the super-array. The different rows of the super-array may then correspond to different modalities for the array microscopes, such as any of the modalities described above.
A module receiving tray 826 is provided to physically receive and mount the modules for use in sockets "K" adapted to fit the respective modules. There are typically more sockets K than the number of modules used in a given application to allow for expansion. The tray is shown receiving the module 810 c in the socket "Kd" in the direction of the arrow "A1." Scanning may be performed in any lateral direction with respect to the tray, i.e., any linear combination of the scan directions "S1" and "S2."
The modules are of a standardized size and shape so that the modules can be mixed and matched as desired for a given application. This can be done either by the end-user or by the manufacturer.
The modules and the tray include electrical or optical interconnection pairs 812 b, 812 c (not shown), 812 d, etc., where each pair is adapted with appropriate connectors (not shown) for repeated interconnection and disconnection. Image data captured by the modules is transmitted over the interconnection pairs to a computer such as the aforedescribed computer 26. Control signals for controlling the modules may also be passed between the modules and the computer over the interconnection pairs. For example, modules may be provided with actuators for adjusting focus, so that control and feedback signals (where desired) for controlling the actuators are passed back and forth between the computer and the modules.
The modules 810 and the tray 826 are provided with complementary mating features "MF," such as indicated as MF1–MF3 in
Retaining structures for holding the modules in accurate position may be fabricated with the tray 826 by using processes such as LIGA, which is an acronym derived from the German words for lithography, electroplating, and molding. The fabrication of micro-mechanical devices or structures using this technology is described in, for example, U.S. Pat. No. 6,332,568, U.S. Pat. No. 6,517,665, U.S. Pat. No. 5,917,269, U.S. Pat. No. 5,327,033, and U.S. Pat. No. 5,206,983. Using LIGA manufacturing processes, structures or devices may be lithographically formed, or a lithographically formed negative or complementary part may be produced that is used to form a final part by electroforming, i.e., filling voids in the negative or complementary part with electrodeposited metal. Parts can be formed into multi-layer structures by stacking layers and diffusion bonding the layers. Kinematic mounting means may also be employed and fabricated using the LIGA process.
Although very high mounting registration accuracy can be provided using known means, it is also often not critical that the modules be held in perfect registration with one another, especially when each module is capable of imaging the entire object and images from the different modules can be co-registered after acquisition.
Each of the modules 810 may be self-contained, complete imaging systems that include an optical system for imaging, a sensing system for sensing, and an illumination system for providing illumination, where all of these systems are specially adapted for the particular imaging modality of the module. However, further "mix-and-match" flexibility may be provided by modules that are limited with respect to one or more of these systems. For example, an optical system may be provided in one module, a sensing system may be provided in another module, and an illumination system may be provided in yet another module. Then, sets of imaging modules would be made available along with sets of sensing modules and sets of illumination modules to provide a user of the system a very large number of possible combinations of systems.
Turning to
A third tray 826 c may be provided to receive and mount any corresponding trans-illumination modules. Shown in schematic form is a ray of light "RLT" produced by a trans-illumination module 827 passing through the object 828 and imaged through an imaging module 810 a onto a sensing area "SA1" of a sensing module 820 a.
To provide epi-illumination, the imaging modules incorporate epi-illumination means adapted for the particular mode of imaging. Therefore, a range of imaging modules including a corresponding range of epi-illumination means are preferably provided. Shown in schematic form is a ray of light "RLE1" produced by an epi-illumination means incident the object 828. A reflected ray of light "RLE2" from the object is imaged by the imaging module onto a sensing area "SA2" of a sensing module 820 b.
The aforementioned computer is preferably adapted to provide a convenient user interface for the imaging system 800.
In a first step 852 of the method, the user selects one or more imaging modalities for use in imaging an object from among a menu of choices. In a first tier of the menu, the user may select from among a choice of imaging modalities. Examples of imaging modalities have been given above in the discussion of embodiments.
For each choice of imaging modality, a second tier of the menu may display choices of appropriate optical parameters for that modality. For example, for bright field microscopy, the second tier of the menu may display parameters that include the desired numerical aperture, spectral range, and depth at which the object plane is to be positioned.
For the selected modality and optical parameters, subsequent tiers of the menu may display remaining options for the sensing system, and thereafter options for the illumination system. Examples of sensing systems options for particular image modules are the number and size of the pixels, spectral sensitivity, and configuration, e.g., 1-D, 2-D, or combination. Examples of illumination system options include optical fibers, LED's of diverse emission spectra, and structured illumination sources. The tiers of choices may be presented to the user in any order that is logical or desired.
In a second step 854 of the method, the computer instructs the user to assemble an imaging track comprising the selected imaging modules or, alternatively, would instruct a mechanical device or robot to perform this function.
In a third step 856 of the method, the computer instructs the user to assemble an illumination track comprising the selected illumination modules or, alternatively, would instruct a mechanical device or robot to perform this function.
In a fourth step 858 of the method, the computer instructs the user to assemble a sensing or image-capture track comprising the selected sensing modules or, alternatively, would instruct a mechanical device or robot to perform this function.
In a fifth step 860 of the method, the modules used to illuminate the object, image the object, and capture image data representative of respective portions of the object are assembled.
In a sixth step 862 of the method, the modules are used to illuminate the object, image the object, and capture image data representative of respective portions of the object.
Finally, in a seventh step 864 of the method, data from step 862 is processed. Particularly, image data obtained by use of any of the foregoing methods and apparatus is preferably combined where possible to extend the information content of the data as well as to provide for displaying the data in a manner that is most revealing of the phenomenon under observation. As one example, data may be organized and displayed in the form of two or three dimensional graphics; as another example, images produced by use of one modality may be overlaid on images of the same object, or of the same portion of the object, produced by use of another modality. Multi-mode scanning imaging systems according to the present invention are especially advantageous in providing such capabilities to enhance the quality of data and to simplify and accelerate data analysis.
Image data are combined in two general circumstances. First, image data corresponding to different sets of optical elements that image respective different portions of an object are combined by concatenating the image data. Second, image data corresponding to different sets of optical elements that image the same portions of an object are combined by correlating or overlaying the image data. Either type of combination may be implemented by the computer 26 described above.
The method of combination depends on the modes of operation of the imaging system. For example, where as in the embodiments 200 and 500 a plurality of microscope arrays are used in a mode of operation that scans different portions of the same object, the data are concatenated to join the data contiguously. On the other hand, where as in the embodiment 600 the arrays are used in a mode of operation wherein each array scans a different object, the data are not necessarily combined but may be concatenated if desired.
The embodiment 200 provides an example of a mode of operation in which image data are correlated. Particularly, the different R, G, and B images are overlaid to produce a composite color image. In the embodiment 300, the image data are also overlaid in such manner as to produce a 3-D composite image. In the embodiment 400, image data from the microscope 410 a is correlated to combine R, G and B images, and the composite image is further correlated with the fluorescence image data from the microscope 410 b and the 2-photon fluorescence data from the microscope 410 c. In addition, all of this image data is overlaid with image data from the respective object planes of the microscopes 410 d and 410 e in such manner as to produce a 3-D composite image. In all of these examples, the computer 26 functions as a mode implementation system for combining the image data according to one or more desired modes of operation of the imaging system.
In addition, each array may have independent means of articulation to find the best focus position with respect to the object to be scanned. Such a system may provide but is not limited to adjusting height, pitch, and roll. The means of adjustments can be provided by motors, MEMS (Micro-Electrical-Mechanical Systems) actuators, piezoelectric transducers or stacks, or any other devices with suitable accuracy and range of motion.
Concatenating data from multiple arrays may be done according to one of two basic methods. Preferably, precise mechanical positioning between modules is provided, such as by using the system 800 described above. Then, a one-time calibration step can be performed in a manner analogous to the method by which the microscope array 10 is calibrated for the spacings between the objectives 34 a. An object is imaged with a multi-module system and actual imaging overlap, i.e., redundant data, between the modules is determined by comparison of the images. The geometric relationship between the objectives of a given set or module is known, so the fields of view, or portions thereof, within the modules that are responsible for producing the overlapping data can be identified, and these data can thereafter be disregarded. This method can also be used with re-calibrations where necessary.
Where precise mechanical positioning is not or cannot be provided, a standard means of abutting images from the different modules according to a mathematical determination of "best fit," often referred to as "stitching," may be used. One example of such a mathematical determination is finding a maximum cross-correlation of the overlapping regions of images.
Correlating data from multiple arrays or multiple sets of optical elements typically requires that a one-time calibration procedure establishing the geometric relationship between the systems, e.g., the lateral spacings between the systems and their relative orientations, be performed. An exemplary calibration procedure includes acquiring, with each of the systems, an image of a prepared target for which the position of the target and the orientation of the target can be uniquely and accurately identified. For example, for imaging using the two modalities of bright field imaging of trans-illumination and epi-illumination, an example of such a target is a flat glass slide with a fiducial pattern of accurately positioned crosses on a rectangular grid and a linear ruler with an accurate scale.
Such a target can be produced using conventional lithography with accuracy exceeding 0.1 μm. The target is scanned sequentially by the different systems. The resulting images are then matched using, e.g., cross-correlation and their lateral geometric relationships established with sub-pixel accuracy.
Where one or more modalities are not compatible, a specialized target is created. A large number of modalities are possible in microscopy, and it is not possible to create a general purpose target. However, a target can prepared having features that can be detected using at least two different modalities; therefore, geometric relationships between systems employing any number of modalities can be determined using an appropriate combination of such targets. For example, for combining images from a first imaging module using a fluorescent imaging modality and a second imaging module using a bright field imaging modality, a first target employing fluorescent quantum dots or other localized structures of suitable composition can be provided for registering the images from the two modules. However, it may not be possible to prepare the first target with features that can be seen in both the first and second modalities as well as a third modality used by a third imaging module. Therefore, to register the images from the first two modules with the third module, another target can be prepared having features that are visible in just the first and third modalities, or the second and third modalities. For example, registering the third module to the first module also registers the third module to the second module where the geometric relationship between the first and second modules has already been established such as by use of the first target.
The microscopes and modules described above comprise microscope arrays, and it is believed that this configuration provides outstanding advantages in multi-mode scanning image systems over other multi-axis imaging systems, and over single-axis imaging systems. However, it is reiterated that microscopes and modules according to the present invention are not limited to microscope arrays, and other multi-axis systems as well as single-axis systems may be used without departing from the principles of the invention.
It is to be recognized that, while particular multi-mode scanning imaging systems have been shown and described as preferred, other configurations and methods may be employed without departing from the principles of the invention.
The terms and expressions that have been employed in the foregoing specification are used therein as terms of description and not of limitation, and there is no intention, in the use of such terms and expressions, to exclude equivalents of the features shown and described or portions thereof, it being recognized that the scope of the invention is defined and limited only by the claims that follow:
|Cited Patent
|Filing date
|Publication date
|Jul 5, 1990
|Aug 25, 1992
|Seiko Instruments, Inc.
|Composite scanning tunneling microscope
|Oct 23, 1997
|Jan 18, 2000
|Hugle Lithography
|Lens array photolithography
|Nov 16, 1999
|Nov 20, 2001
|Ikonisys Inc.
|Composing microscope
|Feb 28, 2001
|Nov 20, 2001
|Nikon Corporation
|Illuminating light selection device for a microscope
|May 4, 1999
|May 27, 2003
|Board Of Regents, The University Of Texas System
|Combined fluorescence and reflectance spectroscopy
|Jul 9, 2001
|Oct 14, 2003
|Applied Imaging Corporation
|Identification of objects of interest using multiple illumination schemes and finding overlap of features in corresponding multiple images
|Feb 6, 2002
|Feb 12, 2004
|Kla-Tencor Technologies Corporation
|Multi-detector microscopic inspection system
|Mar 19, 2002
|Sep 26, 2002
|Weinstein Ronald S
|Miniaturized microscope array digital slide scanner
|Bella Bielorai et al., "Combined analysis of morphology and fluorescence in situ hybridization in follow-up of minimal residual disease in a child with Philadelphia-postivie acute lymphoblastic leukemia," Cancer Genetics and Cytogenetics, vol. 138 (2002), pp. 64-68.
|Francisco Guzman et al., "Catheter Based Instrument for Simultaneous OCT Imaging and Fluorescence Spectroscopy," Proceedings of SPIE, vol. 4609 (2002), pp. 430-437.
|Citing Patent
|Filing date
|Publication date
|May 28, 2004
|Feb 5, 2008
|The Regents Of The University Of California
|Method and apparatus for viewing target
|Feb 27, 2007
|Feb 8, 2011
|Dmetrix, Inc.
|Diagnostic scanning microscope for information-enriched qualitative histopathology
|Sep 24, 2008
|May 8, 2012
|Doheny Eye Institute
|Portable handheld illumination system
|Dec 12, 2003
|Nov 5, 2013
|Mauna Kea Technologies
|Miniature confocal optical head with integrated scanning and confocal imaging system using same
|Jul 23, 2013
|Apr 21, 2015
|Board Of Trustees Of The University Of Illinois
|Two-photon 3-D FIONA of individual quantum dots
|Jan 14, 2014
|Jul 28, 2015
|Doheny Eye Institute
|Self contained illuminated infusion cannula systems and methods and devices
|Feb 13, 2013
|Nov 24, 2015
|Illumina, Inc.
|Integrated optoelectronic read head and fluidic cartridge useful for nucleic acid sequencing
|May 28, 2004
|Jan 27, 2005
|The Regents Of The University Of California
|Method and apparatus for viewing target
|Dec 12, 2003
|Mar 16, 2006
|Mauna Kea Technologies
|Miniature confocal optical head with integrated scanning and confocal imaging system using same
|Feb 27, 2007
|Aug 2, 2007
|Dmetrix, Inc.
|Diagnostic scanning microscope for information-enriched qualitative histopathology
|Apr 14, 2006
|Oct 11, 2007
|Kye-Sung Lee
|Systems and methods for performing simultaneous tomography and spectroscopy
|Jul 23, 2013
|Jan 23, 2014
|Paul R. Selvin
|Two-photon 3-d fiona of individual quantum dots
|U.S. Classification
|359/372, 359/368, 250/208.1
|International Classification
|Cooperative Classification
|European Classification
|Sep 30, 2003
Owner name: DMETRIX, INC., ARIZONA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:OLSZAK, ARTUR G.;LIANG, CHEN;DESCOUR, MICHAEL R.;REEL/FRAME:014530/0180
Effective date: 20030919
|Aug 26, 2008
|Certificate of correction
|Apr 5, 2010
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