JP6882329B2 - Ｉｈｃ画像解析のための空間インデックス作成 - Google Patents

Ｉｈｃ画像解析のための空間インデックス作成 Download PDF

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JP6882329B2
JP6882329B2 JP2018551399A JP2018551399A JP6882329B2 JP 6882329 B2 JP6882329 B2 JP 6882329B2 JP 2018551399 A JP2018551399 A JP 2018551399A JP 2018551399 A JP2018551399 A JP 2018551399A JP 6882329 B2 JP6882329 B2 JP 6882329B2
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digital image
digital
index
spatial data
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JP2019514115A (ja
JP2019514115A5 (https=
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フランツィスカ メヒ
フランツィスカ メヒ
アンゲリカ フックス
アンゲリカ フックス
ヤン クエンッツァー
ヤン クエンッツァー
オットー フーバー
オットー フーバー
アレックス コーン
アレックス コーン
エックハルト グートエーアライン
エックハルト グートエーアライン
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F Hoffmann La Roche AG
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/51—Indexing; Data structures therefor; Storage structures
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/50—Depth or shape recovery
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • 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
    • 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
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30028—Colon; Small intestine
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T2207/30096—Tumor; Lesion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Geometry (AREA)
  • Multimedia (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Primary Health Care (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • Quality & Reliability (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
JP2018551399A 2016-04-06 2017-03-02 Ｉｈｃ画像解析のための空間インデックス作成 Active JP6882329B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP16164102 2016-04-06
EP16164102.2 2016-04-06
PCT/EP2017/054917 WO2017174267A1 (en) 2016-04-06 2017-03-02 Spatial index creation for ihc image analysis

Publications (3)

Publication Number Publication Date
JP2019514115A JP2019514115A (ja) 2019-05-30
JP2019514115A5 JP2019514115A5 (https=) 2020-04-02
JP6882329B2 true JP6882329B2 (ja) 2021-06-02

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JP2018551399A Active JP6882329B2 (ja) 2016-04-06 2017-03-02 Ｉｈｃ画像解析のための空間インデックス作成

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US (1) US10825195B2 (https=)
EP (1) EP3440629B1 (https=)
JP (1) JP6882329B2 (https=)
CN (1) CN109074645B (https=)
WO (1) WO2017174267A1 (https=)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9738937B1 (en) * 2017-03-31 2017-08-22 Cellmax, Ltd. Identifying candidate cells using image analysis
US11475578B2 (en) 2018-06-19 2022-10-18 Teikyo University Method for analyzing behavior of cell, and use thereof
US10949990B2 (en) * 2019-01-30 2021-03-16 Trivver, Inc. Geometric area of projection of a multidimensional object in a viewport space
US12094105B2 (en) * 2019-06-10 2024-09-17 Datma, Inc. System and method for automatic labeling of pathology images
JP7615002B2 (ja) * 2021-10-14 2025-01-16 株式会社東芝 処理装置、測定装置及び測定方法
CN114742758B (zh) * 2022-03-09 2025-04-04 上海交通大学 一种全视野数字切片组织病理图片中的细胞核分类方法
JP2025532064A (ja) 2022-09-22 2025-09-29 アジレント・テクノロジーズ・インク 免疫組織化学（ｉｈｃ）プロトコールにおける使用のためおよびがんを診断するための抗ヒトｉｃｏｓ抗体
EP4404143A1 (en) * 2023-01-17 2024-07-24 Mindpeak GmbH Computer-implemented method for efficient data exploration, a respective computer-readable medium, a data exploration system for exploring data of a digital image, and a user device for a data exploration system
CN117789905B (zh) * 2023-12-29 2024-06-28 重庆至道科技股份有限公司 基于大数据分析的医患体验数据工作平台
CN119759975B (zh) * 2025-03-06 2025-06-13 贵州天地通科技有限公司 基于云平台测绘数据存储与共享方法、装置、电子设备

Family Cites Families (10)

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Publication number Priority date Publication date Assignee Title
US6446060B1 (en) * 1999-01-26 2002-09-03 International Business Machines Corporation System and method for sequential processing for content-based retrieval of composite objects
US7756309B2 (en) * 2005-07-27 2010-07-13 Bioimagene, Inc. Method and system for storing, indexing and searching medical images using anatomical structures of interest
AU2010307140B2 (en) * 2009-10-12 2014-05-15 Ventana Medical Systems, Inc. Multi-modality contrast and brightfield context rendering for enhanced pathology determination and multi-analyte detection in tissue
MX340723B (es) * 2011-07-28 2016-07-22 Medetect Ab Método para proporcionar imágenes de una sección de tejido.
KR20140120321A (ko) * 2012-02-01 2014-10-13 벤타나 메디컬 시스템즈, 인코포레이티드 조직 샘플들에 있어서의 유전자들을 검출하는 시스템
US20130338016A1 (en) * 2012-04-17 2013-12-19 Vala Sciences, Inc. Method For Integrated Pathology Diagnosis And Digital Biomarker Pattern Analysis
US9488639B2 (en) * 2013-02-25 2016-11-08 Flagship Biosciences, Inc. Cell-based tissue analysis
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
US9519823B2 (en) * 2013-10-04 2016-12-13 The University Of Manchester Biomarker method
WO2015124772A1 (en) * 2014-02-21 2015-08-27 Ventana Medical Systems, Inc. Group sparsity model for image unmixing

Also Published As

Publication number Publication date
US10825195B2 (en) 2020-11-03
CN109074645A (zh) 2018-12-21
JP2019514115A (ja) 2019-05-30
EP3440629B1 (en) 2020-02-26
EP3440629A1 (en) 2019-02-13
US20190156510A1 (en) 2019-05-23
WO2017174267A1 (en) 2017-10-12
CN109074645B (zh) 2021-12-14

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