WO2005027015A3 - Method and system for quantitatively analyzing biological samples - Google Patents
Method and system for quantitatively analyzing biological samples Download PDFInfo
- Publication number
- WO2005027015A3 WO2005027015A3 PCT/US2004/029766 US2004029766W WO2005027015A3 WO 2005027015 A3 WO2005027015 A3 WO 2005027015A3 US 2004029766 W US2004029766 W US 2004029766W WO 2005027015 A3 WO2005027015 A3 WO 2005027015A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- analyzing
- quantitatively analyzing
- biological samples
- digital images
- analyzing biological
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 3
- 239000012472 biological sample Substances 0.000 title 1
- 230000002055 immunohistochemical effect Effects 0.000 abstract 2
- 150000001875 compounds Chemical class 0.000 abstract 1
- 239000012128 staining reagent Substances 0.000 abstract 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/5005—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/5005—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells
- G01N33/5091—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells for testing the pathological state of an organism
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/11—Region-based segmentation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/40—Analysis of texture
- G06T7/41—Analysis of texture based on statistical description of texture
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
- G06V20/695—Preprocessing, e.g. image segmentation
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N1/00—Sampling; Preparing specimens for investigation
- G01N1/28—Preparing specimens for investigation including physical details of (bio-)chemical methods covered elsewhere, e.g. G01N33/50, C12Q
- G01N1/30—Staining; Impregnating ; Fixation; Dehydration; Multistep processes for preparing samples of tissue, cell or nucleic acid material and the like for analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10056—Microscopic image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30072—Microarray; Biochip, DNA array; Well plate
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S128/00—Surgery
- Y10S128/92—Computer assisted medical diagnostics
- Y10S128/922—Computer assisted medical diagnostics including image analysis
Abstract
A method and system analyzing tissue or cell samples stored on laboratory slides or other media to identify properties of medical predictive and diagnostic relevance. The method and system includes automatically analyzing plural digital images created from plural biological tissue samples to which a staining reagent or a an immunohistochemical (IHC) compound has been applied, automatically quantitatively analyzing the relevant properties of the digital images, and creating interpretive data, images and reports resulting from such analysis.
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
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US50141203P | 2003-09-10 | 2003-09-10 | |
US60/501,412 | 2003-09-10 | ||
US51558203P | 2003-10-30 | 2003-10-30 | |
US60/515,582 | 2003-10-30 |
Publications (2)
Publication Number | Publication Date |
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WO2005027015A2 WO2005027015A2 (en) | 2005-03-24 |
WO2005027015A3 true WO2005027015A3 (en) | 2005-06-16 |
Family
ID=34316479
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2004/029766 WO2005027015A2 (en) | 2003-09-10 | 2004-09-10 | Method and system for quantitatively analyzing biological samples |
Country Status (2)
Country | Link |
---|---|
US (4) | US20050136509A1 (en) |
WO (1) | WO2005027015A2 (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
Families Citing this family (103)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8719053B2 (en) | 2003-07-17 | 2014-05-06 | Ventana Medical Systems, Inc. | Laboratory instrumentation information management and control network |
US7860727B2 (en) | 2003-07-17 | 2010-12-28 | Ventana Medical Systems, Inc. | Laboratory instrumentation information management and control network |
US20080235055A1 (en) * | 2003-07-17 | 2008-09-25 | Scott Mattingly | Laboratory instrumentation information management and control network |
US8068988B2 (en) | 2003-09-08 | 2011-11-29 | Ventana Medical Systems, Inc. | Method for automated processing of digital images of tissue micro-arrays (TMA) |
WO2005027015A2 (en) * | 2003-09-10 | 2005-03-24 | Bioimagene, Inc. | Method and system for quantitatively analyzing biological samples |
EP1751309B1 (en) * | 2004-05-27 | 2015-07-22 | The Regents of The University of Colorado | Methods for prediction of clinical outcome to epidermal growth factor receptor inhibitors by cancer patients |
US20070076929A1 (en) * | 2005-10-05 | 2007-04-05 | General Electric Company | System and method for automatic post processing image generation |
US8295562B2 (en) * | 2006-01-13 | 2012-10-23 | Carl Zeiss Microimaging Ais, Inc. | Medical image modification to simulate characteristics |
JP2009526519A (en) * | 2006-01-17 | 2009-07-23 | セルーメン、インコーポレイテッド | Methods for predicting biological system response |
FI20060331A0 (en) * | 2006-04-05 | 2006-04-05 | Kari Seppaelae | Method and device for shape measurement / shape identification |
JP5406019B2 (en) | 2006-05-17 | 2014-02-05 | セルーメン、インコーポレイテッド | Method for automated tissue analysis |
WO2008005426A2 (en) * | 2006-06-30 | 2008-01-10 | University Of South Florida | Computer-aided pathological diagnosis system |
US20100112602A1 (en) * | 2006-11-10 | 2010-05-06 | Taylor Lansing D | Protein-Protein Interaction Biosensors and Methods of Use Thereof |
US8335360B2 (en) * | 2007-05-14 | 2012-12-18 | Historx, Inc. | Compartment segregation by pixel characterization using image data clustering |
ES2599902T3 (en) * | 2007-06-15 | 2017-02-06 | Novartis Ag | Microscope system and method to obtain standardized sample data |
CA2604317C (en) | 2007-08-06 | 2017-02-28 | Historx, Inc. | Methods and system for validating sample images for quantitative immunoassays |
CA2596204C (en) * | 2007-08-07 | 2019-02-26 | Historx, Inc. | Method and system for determining an optimal dilution of a reagent |
WO2009020621A1 (en) * | 2007-08-07 | 2009-02-12 | Historx, Inc. | Method and system for determining an optimal dilution of a reagent |
WO2009029810A1 (en) * | 2007-08-31 | 2009-03-05 | Historx, Inc. | Automatic exposure time selection for imaging tissue |
US8466930B2 (en) * | 2007-10-05 | 2013-06-18 | Sharp Kabushiki Kaisha | Color adjustment circuit |
JP5365011B2 (en) * | 2008-01-29 | 2013-12-11 | 日本電気株式会社 | Pathological diagnosis support apparatus, pathological diagnosis support method, and program |
US8369600B2 (en) * | 2008-03-25 | 2013-02-05 | General Electric Company | Method and apparatus for detecting irregularities in tissue microarrays |
WO2010003044A2 (en) * | 2008-07-03 | 2010-01-07 | Nec Laboratories America, Inc. | Epithelial layer detector and related methods |
WO2010003041A2 (en) * | 2008-07-03 | 2010-01-07 | Nec Laboratories America, Inc. | Mitotic figure detector and counter system and method for detecting and counting mitotic figures |
US20100111398A1 (en) * | 2008-10-31 | 2010-05-06 | Texas Instruments Incorporated | Method and system for detection of oral sub-mucous fibrosis using microscopic image analysis of oral biopsy samples |
US8861810B2 (en) * | 2009-01-06 | 2014-10-14 | Vala Sciences, Inc. | Automated image analysis with GUI management and control of a pipeline workflow |
CN102405414B (en) * | 2009-04-20 | 2015-09-23 | 株式会社日立高新技术 | Automatic analysing apparatus |
US8891851B2 (en) * | 2009-07-15 | 2014-11-18 | Glenn F. Spaulding | Home healthcare management system and hardware |
JP5348411B2 (en) * | 2009-07-15 | 2013-11-20 | 富士ゼロックス株式会社 | Image processing apparatus and image processing program |
WO2011010449A1 (en) * | 2009-07-21 | 2011-01-27 | 国立大学法人京都大学 | Image processing device, culture observation apparatus, and image processing method |
US20110122242A1 (en) * | 2009-10-26 | 2011-05-26 | Texas Instruments Incorporated | Digital microscopy equipment with image acquisition, image analysis and network communication |
WO2011100430A2 (en) | 2010-02-10 | 2011-08-18 | Kickstart International, Inc. | Human-powered irrigation pump |
US10126216B2 (en) | 2011-02-17 | 2018-11-13 | Ventana Medical Systems, Inc. | Method for tissue sample fixation |
JP5732078B2 (en) | 2010-03-04 | 2015-06-10 | ベンタナ メディカル システムズ, インコーポレイテッド | Processing system for processing specimens using acoustic energy |
US10539487B2 (en) | 2010-03-04 | 2020-01-21 | Ventana Medical Systems, Inc. | Systems and methods for monitoring tissue sample processing |
US10621307B2 (en) * | 2010-04-29 | 2020-04-14 | Definiens Gmbh | Image-based patient profiles |
GB201020079D0 (en) * | 2010-11-26 | 2011-01-12 | Siemens Medical Solutions | A method for linking medical imaging reports to reviewing & processing tools |
US20120207360A1 (en) * | 2011-02-11 | 2012-08-16 | Courosh Mehanian | Systems and Methods for Object Identification |
CA2830501C (en) | 2011-03-17 | 2023-10-17 | Cernostics, Inc. | Systems and compositions for diagnosing barrett's esophagus and methods of using the same |
HUE032165T2 (en) | 2011-04-13 | 2017-09-28 | Thermolife Int Llc | N-acetyl beta alanine methods of use |
US9019367B2 (en) * | 2011-06-10 | 2015-04-28 | Wuerth Elektronik Ics Gmbh & Co. Kg | Method for dynamically detecting the fill level of a container, container therefor, and system for dynamically monitoring the fill level of a plurality of containers |
CA2839542A1 (en) | 2011-06-17 | 2012-12-20 | Constitution Medical, Inc. | Fixative and staining solutions |
EP2734838B1 (en) | 2011-07-20 | 2019-04-24 | Mikroscan Technologies, Inc. | Network-based pathology system with desktop slide scanner |
US8774518B2 (en) | 2011-08-02 | 2014-07-08 | Nec Laboratories America, Inc. | Digital pathology system with low-latency analytics |
US20140220598A1 (en) * | 2011-09-09 | 2014-08-07 | Tohoku University | Biological substance detection method |
CN103959332B (en) | 2011-11-17 | 2017-05-17 | 皇家飞利浦有限公司 | Image processing |
WO2013109802A1 (en) | 2012-01-19 | 2013-07-25 | H. Lee Moffitt Cancer Center And Research Institute, Inc. | Histology recognition to automatically score and quantify cancer grades and individual user digital whole histological imaging device |
EP2634723B1 (en) * | 2012-03-02 | 2019-08-21 | F. Hoffmann-La Roche AG | Determination of a terminal's position for displaying a gui element |
US9147104B2 (en) | 2012-11-05 | 2015-09-29 | The United States Of America As Represented By The Secretary Of The Air Force | Systems and methods for processing low contrast images |
EP2972376B1 (en) | 2013-03-15 | 2018-12-05 | Eisai Inc. | Methods for determining prognosis of colorectal cancer |
US9946953B2 (en) * | 2013-05-10 | 2018-04-17 | Koninklijke Philips N.V. | Apparatus and method for processing images of tissue samples |
WO2015013605A1 (en) * | 2013-07-26 | 2015-01-29 | Abbott Point Of Care, Inc. | Method and apparatus for producing an image of undiluted whole blood sample having wright stain coloration |
US9585627B2 (en) * | 2013-08-14 | 2017-03-07 | Siemens Healthcare Gmbh | Histological differentiation grade prediction of hepatocellular carcinoma in computed tomography images |
JP2017506367A (en) | 2013-11-15 | 2017-03-02 | マイクロスキャン テクノロジーズ,インク. | Geology scanner |
US11093869B2 (en) | 2014-02-13 | 2021-08-17 | Brewmetrix Inc. | Analytical system with iterative method of analyzing data in web-based data processor with results display designed for non-experts |
US11232565B2 (en) * | 2014-04-03 | 2022-01-25 | Koninklijke Philips N.V. | Examining device for processing and analyzing an image |
WO2015168026A2 (en) * | 2014-04-28 | 2015-11-05 | The Broad Institute, Inc. | Method for label-free image cytometry |
JP6301199B2 (en) * | 2014-05-30 | 2018-03-28 | 富士フイルム株式会社 | Cell evaluation apparatus, method and program |
US10162166B2 (en) | 2014-10-28 | 2018-12-25 | Mikroscan Technologies, Inc. | Microdissection viewing system |
AU2016212229B2 (en) | 2015-01-27 | 2019-06-06 | Ventana Medical Systems, Inc. | Methods for tissue sample fixation using an extended soak in aldehyde-based fixative solutions |
WO2016146616A1 (en) | 2015-03-16 | 2016-09-22 | Ventana Medical Systems, Inc. | Control slides for immunohistochemistry generated from three-dimensional cell line cultures |
US10304188B1 (en) | 2015-03-27 | 2019-05-28 | Caleb J. Kumar | Apparatus and method for automated cell analysis |
AU2016313775A1 (en) * | 2015-09-02 | 2018-02-08 | Ventana Medical Systems, Inc. | Automated analysis of cellular samples having intermixing of analytically distinct patterns of analyte staining |
US11403861B2 (en) | 2015-09-16 | 2022-08-02 | Leica Biosystems Imaging, Inc. | Automated stain finding in pathology bright-field images |
US9779499B2 (en) * | 2015-09-18 | 2017-10-03 | Definiens Ag | Grading of glandular tissue cancer by detailed image analysis of stained tissue slices |
WO2017051327A1 (en) * | 2015-09-22 | 2017-03-30 | Imageprovision Technology Pvt. Ltd. | Method and system for detection and classification of particles based on processing of microphotographic images |
WO2017053592A1 (en) | 2015-09-23 | 2017-03-30 | The Regents Of The University Of California | Deep learning in label-free cell classification and machine vision extraction of particles |
GB2543029A (en) | 2015-09-23 | 2017-04-12 | Pathxl Ltd | Method and apparatus for tissue recognition |
EP3376961B1 (en) * | 2015-11-21 | 2021-03-10 | Attili Venkata Satya Suresh | System and method for automated gross examination of tissues |
EP3380840B1 (en) | 2015-11-25 | 2020-08-19 | Cernostics, Inc. | Methods of predicting progression of barrett's esophagus |
EP3391288B1 (en) | 2015-12-18 | 2023-07-12 | Ventana Medical Systems, Inc. | Systems and methods of unmixing images with varying acquisition properties |
TWI594207B (en) * | 2016-04-26 | 2017-08-01 | 財團法人金屬工業研究發展中心 | Cell nucleus outline capturing apparatus and method thereof |
US10890576B2 (en) * | 2016-06-23 | 2021-01-12 | Konica Minolta, Inc. | Image processing device, image processing method, and recording medium |
US10453195B2 (en) * | 2016-08-19 | 2019-10-22 | Optrascan, Inc. | Method of detecting tissue area of interest in digital pathology imaging by executing computer-executable instructions stored on a non-transitory computer-readable medium |
EP3516592A4 (en) * | 2016-09-19 | 2020-05-20 | HRL Laboratories, LLC | Method for object detection in digital image and video using spiking neural networks |
US10430943B2 (en) | 2016-10-07 | 2019-10-01 | Sony Corporation | Automated nuclei area/number estimation for IHC image analysis |
EP3532984A1 (en) * | 2016-10-27 | 2019-09-04 | Koninklijke Philips N.V. | Apparatus for determining cellular composition information in one or more tissue samples |
KR101944536B1 (en) * | 2016-12-11 | 2019-02-01 | 주식회사 딥바이오 | System and method for medical diagnosis using neural network |
US10540535B2 (en) * | 2017-03-13 | 2020-01-21 | Carl Zeiss Microscopy Gmbh | Automatically identifying regions of interest on images of biological cells |
CN106874963B (en) * | 2017-03-17 | 2018-11-02 | 南京邮电大学 | A kind of Fault Diagnosis Method for Distribution Networks and system based on big data technology |
EP3616213A2 (en) | 2017-04-28 | 2020-03-04 | 4D Path Inc. | Apparatus, systems, and methods for rapid cancer detection |
US11176363B2 (en) * | 2017-09-29 | 2021-11-16 | AO Kaspersky Lab | System and method of training a classifier for determining the category of a document |
CN107832801B (en) * | 2017-11-23 | 2021-03-05 | 桂林优利特医疗电子有限公司 | Model construction method for cell image classification |
WO2019172901A1 (en) * | 2018-03-07 | 2019-09-12 | Google Llc | Virtual staining for tissue slide images |
CN108896376B (en) * | 2018-03-30 | 2019-11-08 | 迈凯基因科技有限公司 | Improved HE colouring method |
US20210246643A1 (en) * | 2018-06-04 | 2021-08-12 | Binyamin Yefet SONOVANI | Systems devices and methods for detecting and diagnosing substances |
CN108921057B (en) * | 2018-06-19 | 2021-06-01 | 厦门大学 | Convolutional neural network-based prawn form measuring method, medium, terminal equipment and device |
EP3812448A4 (en) * | 2018-07-12 | 2021-06-16 | Sony Corporation | Information processing device, information processing method, program, and information processing system |
TWI687898B (en) * | 2018-11-23 | 2020-03-11 | 宏碁股份有限公司 | Image normalization method and image processing device |
US11449987B2 (en) * | 2018-12-21 | 2022-09-20 | Wisconsin Alumni Research Foundation | Image analysis of epithelial component of histologically normal prostate biopsies predicts the presence of cancer |
EP3677185A1 (en) * | 2019-01-03 | 2020-07-08 | Koninklijke Philips N.V. | Calibrating radiological data based on cell distribution |
CN109800872B (en) * | 2019-01-28 | 2022-12-16 | 电子科技大学 | Neuromorphic processor based on segmented multiplexing and parameter quantification sharing |
US10818015B2 (en) * | 2019-01-28 | 2020-10-27 | Florida Analytical Imaging Solutions, LLC. | Automatic region of interest selection in centrosome analysis |
JP7268471B2 (en) * | 2019-05-09 | 2023-05-08 | 株式会社デンソー | Method of verification |
US20220292681A1 (en) * | 2019-08-23 | 2022-09-15 | Memorial Sloan Kettering Cancer Center | Fast whole slide tissue tiling method |
US10803586B1 (en) | 2019-09-26 | 2020-10-13 | Aiforia Technologies Oy | Image analysis in pathology |
DE102019132514B3 (en) * | 2019-11-29 | 2021-02-04 | Carl Zeiss Meditec Ag | Optical observation device and method and data processing system for determining information for distinguishing between tissue fluid cells and tissue cells |
CN111275696B (en) * | 2020-02-10 | 2023-09-15 | 腾讯医疗健康(深圳)有限公司 | Medical image processing method, image processing method and device |
US11475304B2 (en) * | 2020-05-12 | 2022-10-18 | International Business Machines Corporation | Variational gradient flow |
CN111619755B (en) * | 2020-06-09 | 2021-05-04 | 中国船舶科学研究中心 | Hull profile design method based on convolutional neural network |
US11865139B2 (en) | 2020-11-12 | 2024-01-09 | Thermolife International, Llc | Method of treating migraines and headaches |
CN113469939B (en) * | 2021-05-26 | 2022-05-03 | 透彻影像(北京)科技有限公司 | HER-2 immunohistochemical automatic interpretation system based on characteristic curve |
WO2023049209A1 (en) * | 2021-09-22 | 2023-03-30 | Volastra Therapeutics, Inc. | Systems and methods for evaluation of mitotic events using machine-learning |
Family Cites Families (77)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4724543A (en) * | 1985-09-10 | 1988-02-09 | Beckman Research Institute, City Of Hope | Method and apparatus for automatic digital image analysis |
US4741043B1 (en) * | 1985-11-04 | 1994-08-09 | Cell Analysis Systems Inc | Method of and apparatus for image analyses of biological specimens |
FI880818A (en) | 1987-03-18 | 1988-09-19 | Gen Electric | BILDSKAERM MED AUTOMATISK BILDJUSTERING. |
US5544650A (en) * | 1988-04-08 | 1996-08-13 | Neuromedical Systems, Inc. | Automated specimen classification system and method |
US5546323A (en) * | 1990-10-10 | 1996-08-13 | Cell Analysis Systems, Inc. | Methods and apparatus for measuring tissue section thickness |
US5235522A (en) * | 1990-10-10 | 1993-08-10 | Cell Analysis Systems, Inc. | Method and apparatus for automated analysis of biological specimens |
US5427910A (en) | 1992-12-09 | 1995-06-27 | Compucyte Corporation | Method of cytogenetic analysis |
US6151405A (en) * | 1996-11-27 | 2000-11-21 | Chromavision Medical Systems, Inc. | System and method for cellular specimen grading |
US6418236B1 (en) * | 1999-06-24 | 2002-07-09 | Chromavision Medical Systems, Inc. | Histological reconstruction and automated image analysis |
ATE236386T1 (en) * | 1995-11-30 | 2003-04-15 | Chromavision Med Sys Inc | METHOD FOR AUTOMATIC IMAGE ANALYSIS OF BIOLOGICAL SAMPLES |
US6718053B1 (en) * | 1996-11-27 | 2004-04-06 | Chromavision Medical Systems, Inc. | Method and apparatus for automated image analysis of biological specimens |
US6330349B1 (en) * | 1995-11-30 | 2001-12-11 | Chromavision Medical Systems, Inc. | Automated method for image analysis of residual protein |
US6396941B1 (en) * | 1996-08-23 | 2002-05-28 | Bacus Research Laboratories, Inc. | Method and apparatus for internet, intranet, and local viewing of virtual microscope slides |
US6272235B1 (en) * | 1997-03-03 | 2001-08-07 | Bacus Research Laboratories, Inc. | Method and apparatus for creating a virtual microscope slide |
US6404906B2 (en) * | 1997-03-03 | 2002-06-11 | Bacus Research Laboratories,Inc. | Method and apparatus for acquiring and reconstructing magnified specimen images from a computer-controlled microscope |
US6009342A (en) * | 1997-02-28 | 1999-12-28 | The Regents Of The University Of California | Imaging method for the grading of tumors |
US6911315B2 (en) * | 1997-11-24 | 2005-06-28 | David L. Rimm | Method for the detection, identification, enumeration and confirmation of virally infected cells and other epitopically defined cells in whole blood |
US20020172987A1 (en) * | 1998-02-12 | 2002-11-21 | Terstappen Leon W.M.M. | Methods and reagents for the rapid and efficient isolation of circulating cancer cells |
DE69941689D1 (en) * | 1998-02-12 | 2010-01-07 | Univ Texas | METHOD AND REAGENTS FOR RAPID AND EFFICIENT INSULATION OF CIRCULATING CANCER CELLS |
DE19935671A1 (en) * | 1998-08-06 | 2000-02-10 | Wella Ag | Sheet with anti-slip surface comprises bonded anti-slip and higher-tensile plastics, suitable for covering objects including shampoo bottles to which it confers temperate, value-enhancing feel |
JP3913388B2 (en) * | 1999-02-01 | 2007-05-09 | 三洋電機株式会社 | Solid-state imaging device |
CN1384949A (en) * | 1999-04-13 | 2002-12-11 | 色品视觉医学体系股份有限公司 | Histological reconstruction and automated image analysis |
WO2001015452A1 (en) * | 1999-07-13 | 2001-03-01 | Chromavision Medical Systems, Inc. | Device for applying accurate color thresholds in real time |
US6445817B1 (en) * | 1999-07-13 | 2002-09-03 | Chromavision Medical Systems, Inc. | Apparatus for counting color transitions and areas in real time camera images |
WO2001011547A1 (en) * | 1999-08-04 | 2001-02-15 | Chromavision Medical Systems, Inc. | Method and apparatus for applying color thresholds in light microscopy |
AU7494900A (en) | 1999-09-17 | 2001-04-17 | Government of The United States of America, as represented by The Secretary Department of Health & Human Services, The National Institutes of Health, The | Signal counting for in situ hybridization |
WO2001042796A1 (en) | 1999-12-13 | 2001-06-14 | The Government Of The United States Of America, As Represented By The Secretary, Department Of Health & Human Services, The National Institutes Of Health | High-throughput tissue microarray technology and applications |
US20040115692A1 (en) * | 2000-04-03 | 2004-06-17 | Cytyc Corporation | Methods, compositions and apparatuses for detecting a target in a preservative solution |
US7518652B2 (en) * | 2000-05-03 | 2009-04-14 | Aperio Technologies, Inc. | Method and apparatus for pre-focus in a linear array based slide scanner |
US6711283B1 (en) * | 2000-05-03 | 2004-03-23 | Aperio Technologies, Inc. | Fully automatic rapid microscope slide scanner |
US7738688B2 (en) * | 2000-05-03 | 2010-06-15 | Aperio Technologies, Inc. | System and method for viewing virtual slides |
US6518554B1 (en) * | 2000-05-24 | 2003-02-11 | Chromavision Medical Systems, Inc. | Reverse focusing methods and systems |
WO2002026195A2 (en) * | 2000-09-29 | 2002-04-04 | Clinomics Biosciences, Inc. | Oncology tissue microarrays |
US6998234B2 (en) * | 2000-11-03 | 2006-02-14 | Oncotech, Inc. | Methods for cancer prognosis and diagnosis relating to tumor vascular endothelial cells |
US7171030B2 (en) | 2000-11-30 | 2007-01-30 | University Of Medicine & Denistry Of New Jersey | Systems for analyzing microtissue arrays |
US20030215936A1 (en) * | 2000-12-13 | 2003-11-20 | Olli Kallioniemi | High-throughput tissue microarray technology and applications |
US20040085443A1 (en) * | 2000-12-13 | 2004-05-06 | Kallioniemi Olli P | Method and system for processing regions of interest for objects comprising biological material |
WO2002062201A2 (en) * | 2001-02-02 | 2002-08-15 | Dana-Farber Cancer Institute, Inc. | Rare event detection system |
JP2004533603A (en) * | 2001-02-09 | 2004-11-04 | ピンテックス ファーマシューティカルズ,インク. | PIN1 as a marker for abnormal cell growth |
US20030073096A1 (en) * | 2001-02-09 | 2003-04-17 | Pintex Pharmaceuticals, Inc. | Pin1 as a marker for prostate cancer |
US7219016B2 (en) | 2001-04-20 | 2007-05-15 | Yale University | Systems and methods for automated analysis of cells and tissues |
US6935626B2 (en) | 2001-07-25 | 2005-08-30 | Orscheln Products Llc | Spring assembly |
US7332290B2 (en) * | 2001-08-02 | 2008-02-19 | The Regents Of The University Of Michigan | Dectection of AMACR cancer markers in urine |
JP4204974B2 (en) * | 2001-08-21 | 2009-01-07 | ベンタナ・メディカル・システムズ・インコーポレーテッド | Method and quantitative assay for measuring the status of c-kit / SCF / pAKT |
US6479493B1 (en) * | 2001-08-23 | 2002-11-12 | Cell Pathways, Inc. | Methods for treatment of type I diabetes |
US7863012B2 (en) * | 2004-02-17 | 2011-01-04 | Veridex, Llc | Analysis of circulating tumor cells, fragments, and debris |
WO2003025543A2 (en) * | 2001-09-21 | 2003-03-27 | The Regents Of The University Of California | Methods of cytodiagnostic staging of neoplasia and squamous cell carcinoma |
US6697509B2 (en) | 2001-10-04 | 2004-02-24 | Chromavision Medical Systems, Inc. | Method and apparatus for scoring the uptake of markers in cells |
TWI227285B (en) * | 2001-10-15 | 2005-02-01 | Univ Southern California | Methods of and apparatus for producing a three-dimensional structure |
US7383134B2 (en) * | 2002-01-15 | 2008-06-03 | Piper James R | Method and/or system for analyzing biological samples using a computer system |
US20030165263A1 (en) * | 2002-02-19 | 2003-09-04 | Hamer Michael J. | Histological assessment |
EP1428169B1 (en) * | 2002-02-22 | 2017-01-18 | Olympus America Inc. | Focusable virtual microscopy apparatus and method |
US20040180889A1 (en) * | 2002-03-01 | 2004-09-16 | Pintex Pharmaceuticals, Inc. | Pin1-modulating compounds and methods of use thereof |
US20040176372A1 (en) * | 2002-03-01 | 2004-09-09 | Pintex Pharmaceuticals, Inc. | Pin1-modulating compounds and methods of use thereof |
US7272252B2 (en) * | 2002-06-12 | 2007-09-18 | Clarient, Inc. | Automated system for combining bright field and fluorescent microscopy |
US20050037406A1 (en) * | 2002-06-12 | 2005-02-17 | De La Torre-Bueno Jose | Methods and apparatus for analysis of a biological specimen |
WO2003106157A2 (en) * | 2002-06-14 | 2003-12-24 | Chromavision Medical Systems, Inc. | Automated slide staining apparatus |
AU2003245561A1 (en) | 2002-06-18 | 2003-12-31 | Lifespan Biosciences, Inc. | Computerized image capture of structures of interest within a tissue sample |
US7188092B2 (en) * | 2002-07-12 | 2007-03-06 | Chroma Energy, Inc. | Pattern recognition template application applied to oil exploration and production |
AU2003225669A1 (en) * | 2002-09-26 | 2004-04-19 | Pintex Pharmaceuticals, Inc. | Pin1-modulating compounds and methods of use thereof |
US7200252B2 (en) * | 2002-10-28 | 2007-04-03 | Ventana Medical Systems, Inc. | Color space transformations for use in identifying objects of interest in biological specimens |
EP1563267B1 (en) * | 2002-10-31 | 2009-07-29 | E.I. Du Pont De Nemours And Company | Color selection method |
EP1572236A4 (en) * | 2002-11-14 | 2007-01-03 | Pintex Pharmaceuticals Inc | Levels of pin1 in normal and cancerous tissue |
US20040171091A1 (en) * | 2003-02-27 | 2004-09-02 | Cell Work, Inc. | Standardized evaluation of therapeutic efficacy based on cellular biomarkers |
US7116440B2 (en) * | 2003-02-28 | 2006-10-03 | Aperio Technologies, Inc. | Image processing and analysis framework |
US7257268B2 (en) * | 2003-02-28 | 2007-08-14 | Aperio Technologies, Inc. | Systems and methods for image pattern recognition |
US20040176277A1 (en) * | 2003-03-03 | 2004-09-09 | Pintex Pharmaceuticals, Inc. | Methods of treating Pin1 associated disorders |
US7186522B2 (en) * | 2003-03-31 | 2007-03-06 | Cytyc Corporation | Papanicolau staining process |
US20040202357A1 (en) * | 2003-04-11 | 2004-10-14 | Perz Cynthia B. | Silhouette image acquisition |
WO2004094601A2 (en) * | 2003-04-17 | 2004-11-04 | Pintex Pharmaceuticals, Inc. | Methods of treating pin1 associated disorders by covalent modification of active site residues |
US7282180B2 (en) * | 2003-07-02 | 2007-10-16 | Immunivest Corporation | Devices and methods to image objects |
US8068988B2 (en) | 2003-09-08 | 2011-11-29 | Ventana Medical Systems, Inc. | Method for automated processing of digital images of tissue micro-arrays (TMA) |
US20050136549A1 (en) * | 2003-10-30 | 2005-06-23 | Bioimagene, Inc. | Method and system for automatically determining diagnostic saliency of digital images |
WO2005027015A2 (en) | 2003-09-10 | 2005-03-24 | Bioimagene, Inc. | Method and system for quantitatively analyzing biological samples |
US20050069900A1 (en) * | 2003-09-25 | 2005-03-31 | Cytyc Corporation | Analyte sample detection |
US7803624B2 (en) * | 2003-09-30 | 2010-09-28 | Cytyc Corporation | Automated cytological sample classification |
WO2005076197A2 (en) | 2004-01-31 | 2005-08-18 | Bioimagene, Inc. | Method and system for morphology based mitosis identification and classification of digital images |
-
2004
- 2004-09-10 WO PCT/US2004/029766 patent/WO2005027015A2/en active Application Filing
- 2004-09-10 US US10/938,314 patent/US20050136509A1/en not_active Abandoned
-
2005
- 2005-01-31 US US11/048,541 patent/US7979212B2/en active Active
- 2005-03-27 US US11/091,614 patent/US7941275B2/en active Active
-
2011
- 2011-04-04 US US13/079,719 patent/US8515683B2/en active Active
Non-Patent Citations (1)
Title |
---|
COMANICIU D ET AL: "Image-guided decision support system for pathology", MACHINE VISION AND APPLICATIONS, SPRINGER VERLAG, DE, vol. 11, no. 4, 1999, pages 213 - 224, XP002314404, ISSN: 0932-8092 * |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
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US8515683B2 (en) | 2013-08-20 |
US7941275B2 (en) | 2011-05-10 |
WO2005027015A2 (en) | 2005-03-24 |
US20050136509A1 (en) | 2005-06-23 |
US20110311123A1 (en) | 2011-12-22 |
US20050266395A1 (en) | 2005-12-01 |
US7979212B2 (en) | 2011-07-12 |
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