CA3060124A1 - Medical image detection - Google Patents

Medical image detection Download PDF

Info

Publication number
CA3060124A1
CA3060124A1 CA3060124A CA3060124A CA3060124A1 CA 3060124 A1 CA3060124 A1 CA 3060124A1 CA 3060124 A CA3060124 A CA 3060124A CA 3060124 A CA3060124 A CA 3060124A CA 3060124 A1 CA3060124 A1 CA 3060124A1
Authority
CA
Canada
Prior art keywords
objects
false positives
interest
positives
image data
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.)
Pending
Application number
CA3060124A
Other languages
English (en)
French (fr)
Inventor
Fei Zuo
Reinhold Wimberger-Friedl
Anke Pierik
Marinus Bastiaan Van Leeuwen
Koen DE LAAT
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.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of CA3060124A1 publication Critical patent/CA3060124A1/en
Pending 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • G06V20/698—Matching; Classification

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
CA3060124A 2017-04-21 2018-04-10 Medical image detection Pending CA3060124A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP17167554.9 2017-04-21
EP17167554.9A EP3392799A1 (en) 2017-04-21 2017-04-21 Medical image detection
PCT/EP2018/059081 WO2018192796A1 (en) 2017-04-21 2018-04-10 Medical image detection

Publications (1)

Publication Number Publication Date
CA3060124A1 true CA3060124A1 (en) 2018-10-25

Family

ID=58644844

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3060124A Pending CA3060124A1 (en) 2017-04-21 2018-04-10 Medical image detection

Country Status (6)

Country Link
US (1) US20200380671A1 (https=)
EP (2) EP3392799A1 (https=)
JP (1) JP2020518045A (https=)
CN (1) CN110622168A (https=)
CA (1) CA3060124A1 (https=)
WO (1) WO2018192796A1 (https=)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113344890B (zh) * 2021-06-18 2024-04-12 北京百度网讯科技有限公司 医学图像识别方法、识别模型训练方法及装置
KR20230020708A (ko) * 2021-08-04 2023-02-13 삼성전자주식회사 객체 검출 장치 및 객체 검출 방법
US12322088B2 (en) * 2021-12-29 2025-06-03 Shanghai United Imaging Intelligence Co., Ltd. Detecting and enhancing objects in medical images
US12536726B2 (en) * 2023-12-06 2026-01-27 Shanghai United Imaging Intelligence Co., Ltd. Systems and methods for enhancing objects in X-ray images
CN117809121B (zh) * 2024-02-27 2024-08-06 阿里巴巴达摩院(杭州)科技有限公司 目标对象识别方法、对象识别模型训练方法、目标对象处理方法以及信息处理方法

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090175514A1 (en) * 2004-11-19 2009-07-09 Koninklijke Philips Electronics, N.V. Stratification method for overcoming unbalanced case numbers in computer-aided lung nodule false positive reduction
WO2006054269A2 (en) * 2004-11-19 2006-05-26 Koninklijke Philips Electronics, N.V. System and method for false positive reduction in computer-aided detection (cad) using a support vector machine (svm)
EP2227774B1 (en) * 2007-12-04 2014-07-09 University College Dublin, National University of Ireland Dublin Method and system for image analysis
US8135202B2 (en) * 2008-06-02 2012-03-13 Nec Laboratories America, Inc. Automated method and system for nuclear analysis of biopsy images
ES2641480T3 (es) * 2013-03-15 2017-11-10 Ventana Medical Systems, Inc. Sistema de aprendizaje automático basado en objetos de tejido para puntuación automatizada de portaobjetos digitales completos
JP6605506B2 (ja) * 2014-02-24 2019-11-13 ヴェンタナ メディカル システムズ， インク． ＣＤ３、ＣＤ８、ＣＤ２０及びＦｏｘＰ３の同時検出によりがんに対する免疫応答をスコア化するための方法、キット、及びシステム

Also Published As

Publication number Publication date
US20200380671A1 (en) 2020-12-03
EP3392799A1 (en) 2018-10-24
CN110622168A (zh) 2019-12-27
WO2018192796A1 (en) 2018-10-25
JP2020518045A (ja) 2020-06-18
EP3612974A1 (en) 2020-02-26

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