CN115867936A - 处理电子图像以产生组织图可视化的系统和方法 - Google Patents

处理电子图像以产生组织图可视化的系统和方法 Download PDF

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Publication number
CN115867936A
CN115867936A CN202180050611.5A CN202180050611A CN115867936A CN 115867936 A CN115867936 A CN 115867936A CN 202180050611 A CN202180050611 A CN 202180050611A CN 115867936 A CN115867936 A CN 115867936A
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digitized image
pixel
tissue
overlay
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Pending
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CN202180050611.5A
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English (en)
Chinese (zh)
Inventor
J·洛克
J·苏伊
C·卡南
S·伊
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Paige Artificial Intelligence Co
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Paige Artificial Intelligence Co
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Publication of CN115867936A publication Critical patent/CN115867936A/zh
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    • 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
    • G06T11/00—Two-dimensional [2D] image generation
    • 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)
CN202180050611.5A 2020-06-19 2021-06-17 处理电子图像以产生组织图可视化的系统和方法 Pending CN115867936A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202063041778P 2020-06-19 2020-06-19
US63/041778 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)

Publication Number Publication Date
CN115867936A true CN115867936A (zh) 2023-03-28

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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

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CN1759399A (zh) * 2003-03-11 2006-04-12 美国西门子医疗解决公司 用于确保医学图像中计算机标记的人工审查的计算机辅助检测系统和方法
WO2007083474A1 (ja) * 2006-01-23 2007-07-26 Juntendo University 染色組織標本の陽性細胞の可視化解析方法
GB201509886D0 (en) * 2013-05-10 2015-07-22 Pathxl Ltd Apparatus and method
CN109791693A (zh) * 2016-10-07 2019-05-21 文塔纳医疗系统公司 用于提供可视化全切片图像分析的数字病理学系统及相关工作流程
CN110337644A (zh) * 2017-02-23 2019-10-15 谷歌有限责任公司 用于辅助病理学家标识放大的组织图像中的肿瘤细胞的方法和系统
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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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
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
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

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1759399A (zh) * 2003-03-11 2006-04-12 美国西门子医疗解决公司 用于确保医学图像中计算机标记的人工审查的计算机辅助检测系统和方法
WO2007083474A1 (ja) * 2006-01-23 2007-07-26 Juntendo University 染色組織標本の陽性細胞の可視化解析方法
GB201509886D0 (en) * 2013-05-10 2015-07-22 Pathxl Ltd Apparatus and method
CN109791693A (zh) * 2016-10-07 2019-05-21 文塔纳医疗系统公司 用于提供可视化全切片图像分析的数字病理学系统及相关工作流程
CN110337644A (zh) * 2017-02-23 2019-10-15 谷歌有限责任公司 用于辅助病理学家标识放大的组织图像中的肿瘤细胞的方法和系统
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
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
CA3176898A1 (en) 2021-12-23
WO2021257809A1 (en) 2021-12-23
US20250045922A1 (en) 2025-02-06
JP2023530070A (ja) 2023-07-13

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