KR20230027164A - 조직 맵 시각화를 생성하기 위해 전자 이미지를 처리하는 시스템 및 방법 - Google Patents

조직 맵 시각화를 생성하기 위해 전자 이미지를 처리하는 시스템 및 방법 Download PDF

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KR20230027164A
KR20230027164A KR1020237001337A KR20237001337A KR20230027164A KR 20230027164 A KR20230027164 A KR 20230027164A KR 1020237001337 A KR1020237001337 A KR 1020237001337A KR 20237001337 A KR20237001337 A KR 20237001337A KR 20230027164 A KR20230027164 A KR 20230027164A
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digitized image
tissue
pixel
cancer
critical
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Korean (ko)
Inventor
제이슨 로크
질리언 수
크리스토퍼 카난
세세 이히
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페이지.에이아이, 인크.
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    • 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

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  • 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)
KR1020237001337A 2020-06-19 2021-06-17 조직 맵 시각화를 생성하기 위해 전자 이미지를 처리하는 시스템 및 방법 Pending KR20230027164A (ko)

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 (1)

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KR20230027164A true KR20230027164A (ko) 2023-02-27

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KR1020237001337A Pending KR20230027164A (ko) 2020-06-19 2021-06-17 조직 맵 시각화를 생성하기 위해 전자 이미지를 처리하는 시스템 및 방법

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

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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

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
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
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
WO2019199392A1 (en) 2018-04-12 2019-10-17 Google Llc Augmented reality microscope for pathology with overlay of quantitative biomarker data
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

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BR112022025584A2 (pt) 2023-03-07
JP7781072B2 (ja) 2025-12-05
US20210398278A1 (en) 2021-12-23
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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