EP2174263A4 - MALIGNANCY DIAGNOSIS USING EXTRACTION BASED ON TISSUE HISTOPATHOLOGIC IMAGE CONTENT - Google Patents

MALIGNANCY DIAGNOSIS USING EXTRACTION BASED ON TISSUE HISTOPATHOLOGIC IMAGE CONTENT

Info

Publication number
EP2174263A4
EP2174263A4 EP07836399A EP07836399A EP2174263A4 EP 2174263 A4 EP2174263 A4 EP 2174263A4 EP 07836399 A EP07836399 A EP 07836399A EP 07836399 A EP07836399 A EP 07836399A EP 2174263 A4 EP2174263 A4 EP 2174263A4
Authority
EP
European Patent Office
Prior art keywords
image content
extraction based
malignancy diagnosis
tissue
histopathologic image
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP07836399A
Other languages
German (de)
French (fr)
Other versions
EP2174263A1 (en
Inventor
Anant Madabhushi
Scott Doyle
John E Tomaszewski
Michael D Feldman
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Rutgers State University of New Jersey
University of Pennsylvania Penn
Original Assignee
Rutgers State University of New Jersey
University of Pennsylvania Penn
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Rutgers State University of New Jersey, University of Pennsylvania Penn filed Critical Rutgers State University of New Jersey
Publication of EP2174263A1 publication Critical patent/EP2174263A1/en
Publication of EP2174263A4 publication Critical patent/EP2174263A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
EP07836399A 2006-08-01 2007-08-01 MALIGNANCY DIAGNOSIS USING EXTRACTION BASED ON TISSUE HISTOPATHOLOGIC IMAGE CONTENT Withdrawn EP2174263A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US83469706P 2006-08-01 2006-08-01
PCT/US2007/017181 WO2009017483A1 (en) 2007-08-01 2007-08-01 Malignancy diagnosis using content-based image retreival of tissue histopathology

Publications (2)

Publication Number Publication Date
EP2174263A1 EP2174263A1 (en) 2010-04-14
EP2174263A4 true EP2174263A4 (en) 2013-04-03

Family

ID=40304582

Family Applications (1)

Application Number Title Priority Date Filing Date
EP07836399A Withdrawn EP2174263A4 (en) 2006-08-01 2007-08-01 MALIGNANCY DIAGNOSIS USING EXTRACTION BASED ON TISSUE HISTOPATHOLOGIC IMAGE CONTENT

Country Status (2)

Country Link
EP (1) EP2174263A4 (en)
WO (1) WO2009017483A1 (en)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8208698B2 (en) 2007-12-14 2012-06-26 Mela Sciences, Inc. Characterizing a texture of an image
US20100295798A1 (en) 2009-05-21 2010-11-25 Sony Computer Entertainment America Inc. Hand-held device with ancillary touch activated zoom
WO2011026638A1 (en) * 2009-09-04 2011-03-10 Precitec Kg Method for classifying a laser process and a laser material processing head using the same
US20110064287A1 (en) * 2009-09-14 2011-03-17 Alexandru Bogdan Characterizing a texture of an image
US20110110575A1 (en) * 2009-11-11 2011-05-12 Thiagarajar College Of Engineering Dental caries detector
CN102708841B (en) * 2012-04-16 2015-04-29 广东威创视讯科技股份有限公司 Signal window-opening method and device
EP3292476B1 (en) 2015-05-04 2022-10-19 Adaptive Sensory Technology, Inc. Methods using fractional rank precision and mean average precision as test-retest reliability measures
CN104933446B (en) * 2015-07-15 2018-09-18 福州大学 A method of it is verified for computer-aided diagnosis breast sonography characteristic validity
WO2018186789A1 (en) * 2017-04-06 2018-10-11 Cadess Medical Ab Segmentation of histological tissue images into glandular structures for prostate cancer tissue classification
US12139740B2 (en) * 2017-05-31 2024-11-12 Commissariat A L'energie Atomique Et Aux Energies Alternatives Method for determining the invasive potential of a tumor cell
CN110136134A (en) * 2019-04-03 2019-08-16 深兰科技（上海）有限公司 A kind of deep learning method, apparatus, equipment and medium for road surface segmentation
CN110275991B (en) * 2019-06-03 2021-05-14 腾讯科技（深圳）有限公司 Hash value determination method and device, storage medium and electronic device
US20240420316A1 (en) * 2019-08-23 2024-12-19 Memorial Sloan Kettering Cancer Center Semantic image retrieval for whole slide images
CN111192251B (en) * 2019-12-30 2023-03-28 上海交通大学医学院附属国际和平妇幼保健院 Follicle ultrasonic processing method and system based on level set image segmentation
CN111695460B (en) * 2020-05-29 2023-04-21 天津师范大学 A Pedestrian Re-Identification Method Based on Local Graph Convolutional Network
CN119313748B (en) * 2024-12-19 2025-03-18 上海宇度医学科技股份有限公司 Color feature transformation method of hysteroscopic images based on deep learning

Citations (3)

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Publication number Priority date Publication date Assignee Title
US20050262031A1 (en) * 2003-07-21 2005-11-24 Olivier Saidi Systems and methods for treating, diagnosing and predicting the occurrence of a medical condition
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
US20060159367A1 (en) * 2005-01-18 2006-07-20 Trestle Corporation System and method for creating variable quality images of a slide

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7379627B2 (en) * 2003-10-20 2008-05-27 Microsoft Corporation Integrated solution to digital image similarity searching

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050262031A1 (en) * 2003-07-21 2005-11-24 Olivier Saidi Systems and methods for treating, diagnosing and predicting the occurrence of a medical condition
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
US20060159367A1 (en) * 2005-01-18 2006-07-20 Trestle Corporation System and method for creating variable quality images of a slide

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
AYRES F J ET AL: "Performance Analysis of Oriented Feature Detectors", SIBGRAPI 2005 : XVIII BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING ; [NATAL, RIO GRANDE DO NORTE, BRAZIL, OCTOBER 9 - 12, 2005 ; CONFERENCE PROCEEDINGS], IEEE COMPUTER SOCIETY, LOS ALAMITOS, CALIF. [U.A.], 9 October 2005 (2005-10-09), pages 147 - 154, XP008104324, ISBN: 978-0-7695-2389-7, [retrieved on 20060227], DOI: 10.1109/SIBGRAPI.2005.38 *
KAI HUANG ET AL: "Feature reduction for improved recognition of subcellular location patterns in fluorescence microscope images", MANIPULATION AND ANALYSIS OF BIOMOLECULES, CELLS, AND TISSUES: 28-29 JANUARY 2003, SAN JOSE, CALIFORNIA, USA, SPIE, BELLINGHAM, WASH, vol. 4962, 1 June 2003 (2003-06-01), pages 307 - 318, XP008104334, ISBN: 978-0-8194-4762-3, [retrieved on 20030728], DOI: 10.1117/12.477903 *
MADABHUSHI A ET AL: "AUTOMATED DETECTION OF PROSTATIC ADENOCARCINOMA FROM HIGH-RESOLUTION EX VIVO MRI", IEEE TRANSACTIONS ON MEDICAL IMAGING, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 24, no. 12, 1 December 2005 (2005-12-01), pages 1611 - 1625, XP001240690, ISSN: 0278-0062, DOI: 10.1109/TMI.2005.859208 *
MAVROFORAKIS M E ET AL: "Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers", ARTIFICIAL INTELLIGENCE IN MEDICINE, ELSEVIER, NL, vol. 37, no. 2, 1 June 2006 (2006-06-01), pages 145 - 162, XP025138446, ISSN: 0933-3657, [retrieved on 20060601], DOI: 10.1016/J.ARTMED.2006.03.002 *
See also references of WO2009017483A1 *
STEPHEN J KEENAN ET AL: "An automated machine vision system for the histological grading of cervical intraepithelial neoplasia (CIN)", JOURNAL OF PATHOLOGY, JOHN WILEY & SONS LTD, GB, vol. 192, no. 3, 1 November 2000 (2000-11-01), pages 351 - 362, XP008104335, ISSN: 0022-3417, [retrieved on 20000815], DOI: 10.1002/1096-9896(2000)9999:9999<::AID-PATH708>3.0.CO;2-1 *

Also Published As

Publication number Publication date
WO2009017483A1 (en) 2009-02-05
EP2174263A1 (en) 2010-04-14

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