DK3776463T3 - Computerklassifikation af biologisk væv - Google Patents

Computerklassifikation af biologisk væv Download PDF

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Publication number
DK3776463T3
DK3776463T3 DK19748903.2T DK19748903T DK3776463T3 DK 3776463 T3 DK3776463 T3 DK 3776463T3 DK 19748903 T DK19748903 T DK 19748903T DK 3776463 T3 DK3776463 T3 DK 3776463T3
Authority
DK
Denmark
Prior art keywords
biological tissue
computer classification
classification
computer
biological
Prior art date
Application number
DK19748903.2T
Other languages
English (en)
Inventor
Emmanouil Papagiannakis
Alastair Atkinson
Original Assignee
Dysis Medical Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=63364499&utm_source=***_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=DK3776463(T3) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Dysis Medical Ltd filed Critical Dysis Medical Ltd
Application granted granted Critical
Publication of DK3776463T3 publication Critical patent/DK3776463T3/da

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Classifications

    • 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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20021—Dividing image into blocks, subimages or windows
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20076—Probabilistic image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Theoretical Computer Science (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Endoscopes (AREA)
  • Image Processing (AREA)
DK19748903.2T 2018-07-24 2019-07-24 Computerklassifikation af biologisk væv DK3776463T3 (da)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GBGB1812050.1A GB201812050D0 (en) 2018-07-24 2018-07-24 Computer classification of biological tissue
PCT/GB2019/052074 WO2020021261A1 (en) 2018-07-24 2019-07-24 Computer classification of biological tissue

Publications (1)

Publication Number Publication Date
DK3776463T3 true DK3776463T3 (da) 2021-09-27

Family

ID=63364499

Family Applications (1)

Application Number Title Priority Date Filing Date
DK19748903.2T DK3776463T3 (da) 2018-07-24 2019-07-24 Computerklassifikation af biologisk væv

Country Status (14)

Country Link
US (2) US11562820B2 (da)
EP (1) EP3776463B1 (da)
JP (1) JP6998474B2 (da)
CN (1) CN112088394A (da)
AU (1) AU2019311336B2 (da)
BR (1) BR112020023281A2 (da)
CA (1) CA3099180C (da)
CY (1) CY1124647T1 (da)
DK (1) DK3776463T3 (da)
ES (1) ES2900223T3 (da)
GB (1) GB201812050D0 (da)
HU (1) HUE056228T2 (da)
RU (1) RU2765619C1 (da)
WO (1) WO2020021261A1 (da)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102168485B1 (ko) * 2018-10-02 2020-10-21 한림대학교 산학협력단 실시간으로 획득되는 위 내시경 이미지를 기반으로 위 병변을 진단하는 내시경 장치 및 방법
WO2020076644A2 (en) * 2018-10-04 2020-04-16 Duke University Methods for automated detection of cervical pre-cancers with a low-cost, point-of-care, pocket colposcope
US10936160B2 (en) * 2019-01-11 2021-03-02 Google Llc System, user interface and method for interactive negative explanation of machine-learning localization models in health care applications
EP3977472A1 (en) * 2019-05-31 2022-04-06 PAIGE.AI, Inc. Systems and methods for processing images of slides to automatically prioritize the processed images of slides for digital pathology
US20210090718A1 (en) * 2019-09-25 2021-03-25 Vingroup Joint Stock Company Labeling apparatus and method, and machine learning system using the labeling apparatus
US11633145B2 (en) * 2019-10-21 2023-04-25 The Trustees Of Dartmouth College Specimen imaging with x-ray and optical measurement
US11537818B2 (en) * 2020-01-17 2022-12-27 Optum, Inc. Apparatus, computer program product, and method for predictive data labelling using a dual-prediction model system
US11443424B2 (en) * 2020-04-01 2022-09-13 Kpn Innovations, Llc. Artificial intelligence methods and systems for analyzing imagery
CN111640509A (zh) * 2020-06-02 2020-09-08 山东大学齐鲁医院 一种***术后复发风险预测方法及***
DE102020122552A1 (de) 2020-08-28 2022-03-03 Siemens Healthcare Gmbh Verfahren, einrichtung und system zur bestimmung von biopsieparametern
WO2022044642A1 (ja) * 2020-08-28 2022-03-03 富士フイルム株式会社 学習装置、学習方法、プログラム、学習済みモデル、及び内視鏡システム
WO2022196493A1 (ja) * 2021-03-17 2022-09-22 テルモ株式会社 プログラム、情報処理方法、画像診断装置及び学習済みモデルの生成方法
EP4075325A1 (en) * 2021-04-15 2022-10-19 Ardigen S.A. Method and system for the classification of histopathological images based on multiple instance learning
CN113344092B (zh) * 2021-06-18 2022-10-11 中科迈航信息技术有限公司 Ai的图像识别方法及终端装置
CN113724842B (zh) * 2021-09-08 2022-08-02 武汉兰丁智能医学股份有限公司 一种基于注意力机制的宫颈组织病理辅助诊断方法
US20230206431A1 (en) * 2021-12-28 2023-06-29 International Business Machines Corporation Three-dimensional delineation of tumor boundaries via supervised machine learning algorithms and augmented reality
DE102022112731A1 (de) 2022-05-20 2023-11-23 Carl Zeiss Meditec Ag Verfahren für ein maschinelles lernsystem zur operationsassistenz

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GR1004180B (el) 2000-03-28 2003-03-11 ����������� ����� ��������� (����) Μεθοδος και συστημα χαρακτηρισμου και χαρτογραφησης αλλοιωσεων των ιστων
US8340745B2 (en) * 2006-06-05 2012-12-25 Forth Photonics Ltd. Methods for characterizing cancer and pre-cancer tissues
CN102282569A (zh) 2008-10-10 2011-12-14 国际科学技术医疗***有限责任公司 宫颈成像中的组织分类方法
CN103096786A (zh) * 2010-05-03 2013-05-08 国际科学技术医疗***有限责任公司 宫颈瘤变检测和诊断的图像分析
JP2019527073A (ja) 2016-07-29 2019-09-26 ノバダック テクノロジーズ ユーエルシー 機械学習を用いた、対象の組織を特徴付けるための方法およびシステム
US10528848B2 (en) 2016-11-04 2020-01-07 Case Western Reserve University Histomorphometric classifier to predict cardiac failure from whole-slide hematoxylin and eosin stained images
CN107274386B (zh) * 2017-05-18 2019-12-17 深思考人工智能机器人科技（北京）有限公司 一种宫颈细胞液基涂片人工智能辅助阅片***
RU2654199C1 (ru) * 2017-07-18 2018-05-16 Самсунг Электроникс Ко., Лтд. Сегментация тканей человека на компьютерном изображении
WO2019145951A1 (en) * 2018-01-23 2019-08-01 Mobileodt Ltd. Automated monitoring of medical imaging procedures

Also Published As

Publication number Publication date
JP2021520959A (ja) 2021-08-26
WO2020021261A1 (en) 2020-01-30
JP6998474B2 (ja) 2022-01-18
US20230126691A1 (en) 2023-04-27
US12002573B2 (en) 2024-06-04
US20210249118A1 (en) 2021-08-12
GB201812050D0 (en) 2018-09-05
BR112020023281A2 (pt) 2021-02-23
CA3099180C (en) 2021-07-20
CA3099180A1 (en) 2020-01-30
AU2019311336A1 (en) 2020-11-12
CY1124647T1 (el) 2022-07-22
US11562820B2 (en) 2023-01-24
EP3776463B1 (en) 2021-08-25
ES2900223T3 (es) 2022-03-16
AU2019311336B2 (en) 2021-10-21
RU2765619C1 (ru) 2022-02-01
EP3776463A1 (en) 2021-02-17
CN112088394A (zh) 2020-12-15
HUE056228T2 (hu) 2022-02-28

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