WO2007024264A3 - Method and system for digital image based tissue independent simultaneous nucleus, cytoplasm and membrane quantitation - Google Patents
Method and system for digital image based tissue independent simultaneous nucleus, cytoplasm and membrane quantitation Download PDFInfo
- Publication number
- WO2007024264A3 WO2007024264A3 PCT/US2006/006530 US2006006530W WO2007024264A3 WO 2007024264 A3 WO2007024264 A3 WO 2007024264A3 US 2006006530 W US2006006530 W US 2006006530W WO 2007024264 A3 WO2007024264 A3 WO 2007024264A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- cytoplasm
- pixels
- quantitation
- nucleus
- membrane
- Prior art date
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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
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N21/645—Specially adapted constructive features of fluorimeters
- G01N21/6456—Spatial resolved fluorescence measurements; Imaging
- G01N21/6458—Fluorescence microscopy
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- 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
- 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
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- 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
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- 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
- G06T2207/10064—Fluorescence image
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- 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
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- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Molecular Biology (AREA)
- Multimedia (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- Radiology & Medical Imaging (AREA)
- Quality & Reliability (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Investigating Or Analysing Biological Materials (AREA)
Abstract
A method and system for automatic digital image based tissue independent simultaneous nucleus, cytoplasm and membrane quantitation. Plural types of pixels comprising cell components including at least cell cytoplasm and cell membranes from a biological tissue sample to which a chemical compound has been applied and has been processed to remove background pixels and pixels including counterstained components are simultaneously identified. The identified cell components pixels are automatically classified to determine a medical conclusion such as a human breast cancer, a human prostrate cancer or an animal cancer.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US65546505P | 2005-02-23 | 2005-02-23 | |
US60/655,465 | 2005-02-23 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2007024264A2 WO2007024264A2 (en) | 2007-03-01 |
WO2007024264A3 true WO2007024264A3 (en) | 2007-04-19 |
Family
ID=36676002
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2006/006530 WO2007024264A2 (en) | 2005-02-23 | 2006-02-23 | Method and system for digital image based tissue independent simultaneous nucleus, cytoplasm and membrane quantitation |
Country Status (1)
Country | Link |
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WO (1) | WO2007024264A2 (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8137912B2 (en) | 2006-06-14 | 2012-03-20 | The General Hospital Corporation | Methods for the diagnosis of fetal abnormalities |
US8168389B2 (en) | 2006-06-14 | 2012-05-01 | The General Hospital Corporation | Fetal cell analysis using sample splitting |
US8195415B2 (en) | 2008-09-20 | 2012-06-05 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuploidy by sequencing |
US8921102B2 (en) | 2005-07-29 | 2014-12-30 | Gpb Scientific, Llc | Devices and methods for enrichment and alteration of circulating tumor cells and other particles |
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080050739A1 (en) | 2006-06-14 | 2008-02-28 | Roland Stoughton | Diagnosis of fetal abnormalities using polymorphisms including short tandem repeats |
EP2029779A4 (en) | 2006-06-14 | 2010-01-20 | Living Microsystems Inc | Use of highly parallel snp genotyping for fetal diagnosis |
ATE528722T1 (en) | 2007-05-14 | 2011-10-15 | Historx Inc | DEPARTMENT SEPARATION THROUGH PIXEL CHARACTERIZATION USING IMAGE DATA CLUSTERING |
CA2604317C (en) | 2007-08-06 | 2017-02-28 | Historx, Inc. | Methods and system for validating sample images for quantitative immunoassays |
EP3245069B1 (en) | 2015-04-20 | 2018-09-12 | Koninklijke Philips N.V. | Printing control device and method to control printing of a cover layer on a sample |
EP3308327A4 (en) * | 2015-06-11 | 2019-01-23 | University of Pittsburgh - Of the Commonwealth System of Higher Education | Systems and methods for finding regions of interest in hematoxylin and eosin (h&e) stained tissue images and quantifying intratumor cellular spatial heterogeneity in multiplexed/hyperplexed fluorescence tissue images |
US9779499B2 (en) * | 2015-09-18 | 2017-10-03 | Definiens Ag | Grading of glandular tissue cancer by detailed image analysis of stained tissue slices |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2003030088A1 (en) * | 2001-10-04 | 2003-04-10 | Chromavision Medical Systems, Inc. | Method and apparatus for scoring the uptake of markers in cells |
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2006
- 2006-02-23 WO PCT/US2006/006530 patent/WO2007024264A2/en active Application Filing
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2003030088A1 (en) * | 2001-10-04 | 2003-04-10 | Chromavision Medical Systems, Inc. | Method and apparatus for scoring the uptake of markers in cells |
Non-Patent Citations (2)
Title |
---|
TABESH A ET AL: "Automated prostate cancer diagnosis and Gleason grading of tissue microarrays", PROCEEDINGS OF THE SPIE, SPIE, BELLINGHAM, VA, US, vol. 5747, no. 1, 17 February 2005 (2005-02-17), pages 58 - 70, XP002408570, ISSN: 0277-786X * |
TEVEROVSKIY M ET AL: "Improved prediction of prostate cancer recurrence based on an automated tissue image analysis system", BIOMEDICAL IMAGING: MACRO TO NANO, 2004. IEEE INTERNATIONAL SYMPOSIUM ON ARLINGTON,VA, USA APRIL 15-18, 2004, PISCATAWAY, NJ, USA,IEEE, 15 April 2004 (2004-04-15), pages 257 - 260, XP010773846, ISBN: 0-7803-8389-3 * |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8921102B2 (en) | 2005-07-29 | 2014-12-30 | Gpb Scientific, Llc | Devices and methods for enrichment and alteration of circulating tumor cells and other particles |
US9273355B2 (en) | 2006-06-14 | 2016-03-01 | The General Hospital Corporation | Rare cell analysis using sample splitting and DNA tags |
US8372584B2 (en) | 2006-06-14 | 2013-02-12 | The General Hospital Corporation | Rare cell analysis using sample splitting and DNA tags |
US8168389B2 (en) | 2006-06-14 | 2012-05-01 | The General Hospital Corporation | Fetal cell analysis using sample splitting |
US9017942B2 (en) | 2006-06-14 | 2015-04-28 | The General Hospital Corporation | Rare cell analysis using sample splitting and DNA tags |
US8137912B2 (en) | 2006-06-14 | 2012-03-20 | The General Hospital Corporation | Methods for the diagnosis of fetal abnormalities |
US9347100B2 (en) | 2006-06-14 | 2016-05-24 | Gpb Scientific, Llc | Rare cell analysis using sample splitting and DNA tags |
US9240043B2 (en) | 2008-09-16 | 2016-01-19 | Novartis Ag | Reproducible quantification of biomarker expression |
US8195415B2 (en) | 2008-09-20 | 2012-06-05 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuploidy by sequencing |
US8296076B2 (en) | 2008-09-20 | 2012-10-23 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuoploidy by sequencing |
US8682594B2 (en) | 2008-09-20 | 2014-03-25 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuploidy by sequencing |
US9353414B2 (en) | 2008-09-20 | 2016-05-31 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuploidy by sequencing |
US9404157B2 (en) | 2008-09-20 | 2016-08-02 | The Board Of Trustees Of The Leland Stanford Junior University | Noninvasive diagnosis of fetal aneuploidy by sequencing |
Also Published As
Publication number | Publication date |
---|---|
WO2007024264A2 (en) | 2007-03-01 |
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