CN110622168A - 医学图像检测 - Google Patents

医学图像检测 Download PDF

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Publication number
CN110622168A
CN110622168A CN201880026365.8A CN201880026365A CN110622168A CN 110622168 A CN110622168 A CN 110622168A CN 201880026365 A CN201880026365 A CN 201880026365A CN 110622168 A CN110622168 A CN 110622168A
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CN
China
Prior art keywords
false positives
interest
image data
detector
classifier
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
CN201880026365.8A
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English (en)
Chinese (zh)
Inventor
左菲
R·温贝格尔-弗里德尔
A·派里克
M·B·范莱文
K·德拉特
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
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Filing date
Publication date
Application filed by Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of CN110622168A publication Critical patent/CN110622168A/zh
Pending legal-status Critical Current

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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)
CN201880026365.8A 2017-04-21 2018-04-10 医学图像检测 Pending CN110622168A (zh)

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
CN110622168A true CN110622168A (zh) 2019-12-27

Family

ID=58644844

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201880026365.8A Pending CN110622168A (zh) 2017-04-21 2018-04-10 医学图像检测

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=)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115797323A (zh) * 2021-12-29 2023-03-14 上海联影智能医疗科技有限公司 处理医学图像的方法及设备
WO2025180099A1 (zh) * 2024-02-27 2025-09-04 阿里巴巴（中国）有限公司 目标对象识别方法、对象识别模型训练方法、ct图像中的可见淋巴结检测方法、计算机辅助诊断方法、电子设备、存储介质及程序产品

Families Citing this family (3)

* 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
US12536726B2 (en) * 2023-12-06 2026-01-27 Shanghai United Imaging Intelligence Co., Ltd. Systems and methods for enhancing objects in X-ray images

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101061491A (zh) * 2004-11-19 2007-10-24 皇家飞利浦电子股份有限公司 用于在计算机辅助肺结核假阳性降低中克服不平衡事例数目的层化方法
US20090175531A1 (en) * 2004-11-19 2009-07-09 Koninklijke Philips Electronics, N.V. System and method for false positive reduction in computer-aided detection (cad) using a support vector macnine (svm)
US20100254589A1 (en) * 2007-12-04 2010-10-07 University College Dublin National University Of Ireland Method and system for image analysis
US20160363593A1 (en) * 2014-02-24 2016-12-15 Ventana Medical Systems, Inc. Methods, Kits, and Systems for Scoring the Immune Response to Cancer

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101061491A (zh) * 2004-11-19 2007-10-24 皇家飞利浦电子股份有限公司 用于在计算机辅助肺结核假阳性降低中克服不平衡事例数目的层化方法
US20090175531A1 (en) * 2004-11-19 2009-07-09 Koninklijke Philips Electronics, N.V. System and method for false positive reduction in computer-aided detection (cad) using a support vector macnine (svm)
US20100254589A1 (en) * 2007-12-04 2010-10-07 University College Dublin National University Of Ireland Method and system for image analysis
US20160363593A1 (en) * 2014-02-24 2016-12-15 Ventana Medical Systems, Inc. Methods, Kits, and Systems for Scoring the Immune Response to Cancer

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
GRÉGORY APOU ET AL: "Detection of lobular structures in normal breast tissue", 《COMPUTERS IN BIOLOGY AND MEDICINE》 *
LINA ET AL.: "A Leukocyte Detection System Using Scale Invariant Feature Transform Method", 《LECTURE NOTES IN ELECTRICAL ENGINEERING》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115797323A (zh) * 2021-12-29 2023-03-14 上海联影智能医疗科技有限公司 处理医学图像的方法及设备
WO2025180099A1 (zh) * 2024-02-27 2025-09-04 阿里巴巴（中国）有限公司 目标对象识别方法、对象识别模型训练方法、ct图像中的可见淋巴结检测方法、计算机辅助诊断方法、电子设备、存储介质及程序产品

Also Published As

Publication number Publication date
US20200380671A1 (en) 2020-12-03
EP3392799A1 (en) 2018-10-24
WO2018192796A1 (en) 2018-10-25
CA3060124A1 (en) 2018-10-25
JP2020518045A (ja) 2020-06-18
EP3612974A1 (en) 2020-02-26

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Application publication date: 20191227