CN113614529B - 图像解析装置、记录媒体、图像解析系统 - Google Patents

图像解析装置、记录媒体、图像解析系统 Download PDF

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CN113614529B
CN113614529B CN202080023436.6A CN202080023436A CN113614529B CN 113614529 B CN113614529 B CN 113614529B CN 202080023436 A CN202080023436 A CN 202080023436A CN 113614529 B CN113614529 B CN 113614529B
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image
cancer
binarized
nucleus
image analysis
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CN113614529A (zh
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中根和昭
山本浩文
南云祥子
堤康嘉
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University of Osaka NUC
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/136Segmentation; Edge detection involving thresholding
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/194Segmentation; Edge detection involving foreground-background segmentation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/40ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/80ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for detecting, monitoring or modelling epidemics or pandemics, e.g. flu
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10056Microscopic image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30024Cell structures in vitro; Tissue sections in vitro
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30096Tumor; Lesion

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Quality & Reliability (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
CN202080023436.6A 2019-03-26 2020-02-12 图像解析装置、记录媒体、图像解析系统 Active CN113614529B (zh)

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JP2019-059164 2019-03-26
JP2019059164 2019-03-26
PCT/JP2020/005213 WO2020195258A1 (ja) 2019-03-26 2020-02-12 画像解析方法、画像解析プログラム、記録媒体、画像解析装置、画像解析システム

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Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021112205A1 (ja) * 2019-12-05 2021-06-10 国立大学法人大阪大学 画像解析方法、画像解析装置、画像解析システム、制御プログラム、記録媒体
JP7122017B2 (ja) * 2020-12-28 2022-08-19 株式会社APSAM Imaging 画像解析方法、推定装置、推定システム、制御プログラム、記録媒体
JP7838828B2 (ja) * 2021-02-18 2026-04-01 株式会社APSAM Imaging 画像解析方法、画像解析装置、分類装置、分類システム、制御プログラム、記録媒体
CN116664413B (zh) * 2023-03-27 2024-02-02 北京拙河科技有限公司 一种基于阿贝尔收敛算子的图像体积雾消除方法及装置
CN116628532A (zh) * 2023-04-12 2023-08-22 清华大学深圳国际研究生院 一种基于持续同调的自适应聚类方法

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5257182B1 (en) * 1991-01-29 1996-05-07 Neuromedical Systems Inc Morphological classification system and method
AUPR647801A0 (en) * 2001-07-19 2001-08-09 Cea Technologies Inc. Chromatin segmentation
EP1775585A4 (en) 2004-06-10 2010-08-04 Univ Kurume MEDICAL IMAGE PROCESSING SYSTEM
US7991221B1 (en) * 2006-03-06 2011-08-02 Kling Daniel H Data processing system utilizing topological methods to manipulate and categorize n-dimensional datasets
US8103115B2 (en) * 2007-02-26 2012-01-24 Sony Corporation Information processing apparatus, method, and program
JP2010042065A (ja) * 2008-08-08 2010-02-25 Toshiba Corp 医用画像処理装置、処理方法
US8718377B2 (en) * 2009-01-27 2014-05-06 Osaka University Image analysis apparatus, image analysis method, image analysis program and recording medium
JP5733734B2 (ja) * 2009-02-19 2015-06-10 国立大学法人 千葉大学 成長因子に誘発されるユークロマチン化(euchromatinization)に必要な、SRC−ファミリーチロシンキナーゼの核局在
JP5273734B2 (ja) 2009-09-15 2013-08-28 国立大学法人宇都宮大学 ボケの抽出方法、位置決め方法及びマイクロマニピュレーションシステム
CA3010836C (en) 2010-07-30 2020-09-08 Fundacao D. Anna Sommer Champalimaud E Dr. Carlos Montez Champalimaud Systems and methods for segmentation and processing of tissue images and feature extraction from same for treating, diagnosing, or predicting medical conditions
WO2012098842A1 (ja) 2011-01-20 2012-07-26 パナソニック株式会社 特徴抽出装置、特徴抽出方法、特徴抽出プログラム、および、画像処理装置
US10475183B2 (en) * 2015-07-15 2019-11-12 Osaka University Image analysis device, image analysis method, image analysis system, and recording medium
JP7030423B2 (ja) * 2017-04-27 2022-03-07 シスメックス株式会社 画像解析方法、装置、プログラムおよび深層学習アルゴリズムの製造方法
JP7069581B2 (ja) * 2017-07-07 2022-05-18 富士通株式会社 分析方法、分析装置及び分析プログラム
JP6950504B2 (ja) 2017-12-08 2021-10-13 富士通株式会社 異常候補抽出プログラム、異常候補抽出方法および異常候補抽出装置
CN108629761B (zh) 2018-03-12 2020-11-03 中山大学 一种乳腺癌图像识别方法、装置和用户终端

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images;Talha Qaiser 等;《Procedia Computer Science》;第90卷;第119-124页 *
Topological Fidelity and Image Thresholding: A Persistent Homology Approach;Yu-Min Chung 等;《Journal of Mathematical Imaging and Vision》;第60卷;1167-1179 *

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US20220156927A1 (en) 2022-05-19
JP7450942B2 (ja) 2024-03-18
EP3951386B1 (en) 2024-04-03
US12039722B2 (en) 2024-07-16
EP3951386A1 (en) 2022-02-09
JPWO2020195258A1 (https=) 2020-10-01
WO2020195258A1 (ja) 2020-10-01
CN113614529A (zh) 2021-11-05
EP3951386A4 (en) 2022-12-28

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