JP7781072B2 - 電子画像を処理して組織マップ可視化を生成するシステム及び方法 - Google Patents

電子画像を処理して組織マップ可視化を生成するシステム及び方法

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Publication number
JP7781072B2
JP7781072B2 JP2022570301A JP2022570301A JP7781072B2 JP 7781072 B2 JP7781072 B2 JP 7781072B2 JP 2022570301 A JP2022570301 A JP 2022570301A JP 2022570301 A JP2022570301 A JP 2022570301A JP 7781072 B2 JP7781072 B2 JP 7781072B2
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JP
Japan
Prior art keywords
salient
digital image
overlay
regions
tissue
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.)
Active
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JP2022570301A
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English (en)
Japanese (ja)
Other versions
JP2023530070A5 (enExample
JP2023530070A (ja
Inventor
ジェイソン ロック，
ジリアン スー，
クリストファー カナン，
セセ イー，
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.)
Paige AI Inc
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Paige AI Inc
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Publication of JP2023530070A5 publication Critical patent/JP2023530070A5/ja
Application granted granted Critical
Publication of JP7781072B2 publication Critical patent/JP7781072B2/ja
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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/60—Creating or editing images; Combining images with text
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/40—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for data related to laboratory analysis, e.g. patient specimen analysis
    • 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
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10004—Still image; Photographic image
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Public Health (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Software Systems (AREA)
  • Radiology & Medical Imaging (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Quality & Reliability (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Processing (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Image Analysis (AREA)
JP2022570301A 2020-06-19 2021-06-17 電子画像を処理して組織マップ可視化を生成するシステム及び方法 Active JP7781072B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202063041778P 2020-06-19 2020-06-19
US63/041,778 2020-06-19
PCT/US2021/037800 WO2021257809A1 (en) 2020-06-19 2021-06-17 Systems and methods to process electronic images to produce a tissue map visualization

Publications (3)

Publication Number Publication Date
JP2023530070A JP2023530070A (ja) 2023-07-13
JP2023530070A5 JP2023530070A5 (enExample) 2024-05-27
JP7781072B2 true JP7781072B2 (ja) 2025-12-05

Family

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JP2022570301A Active JP7781072B2 (ja) 2020-06-19 2021-06-17 電子画像を処理して組織マップ可視化を生成するシステム及び方法

Country Status (9)

Country Link
US (5) US11315249B2 (enExample)
EP (1) EP4168982A1 (enExample)
JP (1) JP7781072B2 (enExample)
KR (1) KR20230027164A (enExample)
CN (1) CN115867936A (enExample)
AU (1) AU2021292302A1 (enExample)
BR (1) BR112022025584A2 (enExample)
CA (1) CA3176898A1 (enExample)
WO (1) WO2021257809A1 (enExample)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4246525A1 (en) 2022-03-18 2023-09-20 Lunit Inc. Method and device for processing pathological slide image
US12014502B2 (en) * 2022-05-24 2024-06-18 Lunit Inc. Method and device for evaluating quality of pathological slide image

Citations (2)

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JP2011115264A (ja) 2009-12-01 2011-06-16 Konica Minolta Medical & Graphic Inc 医用情報表示装置及びプログラム
WO2019199392A1 (en) 2018-04-12 2019-10-17 Google Llc Augmented reality microscope for pathology with overlay of quantitative biomarker data

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WO2004081843A2 (en) * 2003-03-11 2004-09-23 Siemens Medical Solutions Usa Inc. Computer-aided detection systems and methods for ensuring manual review of computer marks in medical images
JP3958340B2 (ja) * 2006-01-23 2007-08-15 学校法人順天堂 染色組織標本の陽性細胞の可視化解析方法
GB2531845A (en) * 2013-05-10 2016-05-04 Pathxl Ltd Apparatus and method
AU2015283079A1 (en) * 2014-06-30 2016-11-24 Ventana Medical Systems, Inc. Detecting edges of a nucleus using image analysis
WO2016020391A2 (en) * 2014-08-04 2016-02-11 Ventana Medical Systems, Inc. Image analysis system using context features
WO2017093524A1 (en) * 2015-12-04 2017-06-08 Ventana Medical Systems, Inc. Devices, systems and methods for automated quantitative scoring of digitized tissue images
EP3523779B1 (en) * 2016-10-07 2026-04-29 Ventana Medical Systems, Inc. Digital pathology system and associated workflow for providing visualized whole-slide image analysis
EP3570753B1 (en) * 2017-02-23 2024-08-07 Google LLC Method and system for assisting pathologist identification of tumor cells in magnified tissue images
US10664999B2 (en) * 2018-02-15 2020-05-26 Adobe Inc. Saliency prediction for a mobile user interface
WO2019197509A1 (en) * 2018-04-13 2019-10-17 Ventana Medical Systems, Inc. Systems for cell shape estimation
US10957041B2 (en) * 2018-05-14 2021-03-23 Tempus Labs, Inc. Determining biomarkers from histopathology slide images
US11705226B2 (en) * 2019-09-19 2023-07-18 Tempus Labs, Inc. Data based cancer research and treatment systems and methods
CN110705565A (zh) * 2019-09-09 2020-01-17 西安电子科技大学 淋巴结肿瘤区域识别方法与装置

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011115264A (ja) 2009-12-01 2011-06-16 Konica Minolta Medical & Graphic Inc 医用情報表示装置及びプログラム
WO2019199392A1 (en) 2018-04-12 2019-10-17 Google Llc Augmented reality microscope for pathology with overlay of quantitative biomarker data
JP2021515240A (ja) 2018-04-12 2021-06-17 グーグル エルエルシーＧｏｏｇｌｅ ＬＬＣ 定量的バイオマーカデータのオーバレイを有する病理学用拡張現実顕微鏡

Also Published As

Publication number Publication date
BR112022025584A2 (pt) 2023-03-07
US20210398278A1 (en) 2021-12-23
KR20230027164A (ko) 2023-02-27
EP4168982A1 (en) 2023-04-26
US20240112338A1 (en) 2024-04-04
AU2021292302A1 (en) 2022-12-08
US20220207735A1 (en) 2022-06-30
US11887304B2 (en) 2024-01-30
US20250299336A1 (en) 2025-09-25
US12148159B2 (en) 2024-11-19
US11315249B2 (en) 2022-04-26
CN115867936A (zh) 2023-03-28
CA3176898A1 (en) 2021-12-23
WO2021257809A1 (en) 2021-12-23
US20250045922A1 (en) 2025-02-06
JP2023530070A (ja) 2023-07-13

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