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CY1124647T1 - Ταξινομηση βιολογικου ιστου σε ηλεκτρονικο υπολογιστη - Google Patents

Ταξινομηση βιολογικου ιστου σε ηλεκτρονικο υπολογιστη

Info

Publication number
CY1124647T1
CY1124647T1 CY20211100831T CY211100831T CY1124647T1 CY 1124647 T1 CY1124647 T1 CY 1124647T1 CY 20211100831 T CY20211100831 T CY 20211100831T CY 211100831 T CY211100831 T CY 211100831T CY 1124647 T1 CY1124647 T1 CY 1124647T1
Authority
CY
Cyprus
Prior art keywords
web
computer system
biological
classification
electronic computer
Prior art date
Application number
CY20211100831T
Other languages
English (en)
Inventor
Emmanouil PAPAGIANNAKIS
Alastair Atkinson
Original Assignee
Dysis Medical Limited
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=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=CY1124647(T1) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Dysis Medical Limited filed Critical Dysis Medical Limited
Publication of CY1124647T1 publication Critical patent/CY1124647T1/el

Links

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)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Endoscopes (AREA)
  • Image Processing (AREA)

Abstract

Ένας βιολογικός ιστός ταξινομείται χρησιμοποιώντας ένα σύστημα υπολογιστή. Στο σύστημα υπολογιστή λαμβάνονται δεδομένα απεικόνισης, τα οποία περιλαμβάνουν μια πληθώρα εικόνων μιας περιοχής εξέτασης ενός βιολογικού ιστού. Κάθε μία από τις πολλές εικόνες αποτυπώνεται σε διαφορετικούς χρόνους κατά τη διάρκεια μιας περιόδου κατά την οποία η τοπική εφαρμογή ενός παράγοντα διαφοροποίησης παθολογίας στην περιοχή εξέτασης του ιστού προκαλεί παροδικά οπτικά αποτελέσματα. Τα ληφθέντα δεδομένα απεικόνισης παρέχονται ως είσοδος σε έναν αλγόριθμο μηχανικής μάθησης που λειτουργεί στο σύστημα υπολογιστή. Ο αλγόριθμος μηχανικής μάθησης έχει διαμορφωθεί για να κατανέμει μία από μια πληθώρα ταξινομήσεων σε καθένα από ένα πλήθος τμημάτων του ιστού.
CY20211100831T 2018-07-24 2021-09-22 Ταξινομηση βιολογικου ιστου σε ηλεκτρονικο υπολογιστη CY1124647T1 (el)

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
CY1124647T1 true CY1124647T1 (el) 2022-07-22

Family

ID=63364499

Family Applications (1)

Application Number Title Priority Date Filing Date
CY20211100831T CY1124647T1 (el) 2018-07-24 2021-09-22 Ταξινομηση βιολογικου ιστου σε ηλεκτρονικο υπολογιστη

Country Status (14)

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

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US12073559B2 (en) * 2018-10-04 2024-08-27 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
KR102403397B1 (ko) * 2019-05-31 2022-05-31 페이지.에이아이, 인크. 디지털 병리학을 위한 슬라이드들의 처리된 이미지들을 자동으로 우선순위화하기 위해 슬라이드들의 이미지들을 처리하기 위한 시스템들 및 방법들
US20210090718A1 (en) * 2019-09-25 2021-03-25 Vingroup Joint Stock Company Labeling apparatus and method, and machine learning system using the labeling apparatus
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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
CN114170186A (zh) * 2021-12-08 2022-03-11 江苏硕世生物科技股份有限公司 革兰氏染色片整体Nugent分析方法及系统
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DE102022112731A1 (de) 2022-05-20 2023-11-23 Carl Zeiss Meditec Ag Verfahren für ein maschinelles lernsystem zur operationsassistenz

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GR1004180B (el) * 2000-03-28 2003-03-11 ����������� ����� ��������� (����) Μεθοδος και συστημα χαρακτηρισμου και χαρτογραφησης αλλοιωσεων των ιστων
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Also Published As

Publication number Publication date
JP2021520959A (ja) 2021-08-26
US12002573B2 (en) 2024-06-04
CA3099180C (en) 2021-07-20
US20230126691A1 (en) 2023-04-27
AU2019311336A1 (en) 2020-11-12
US20210249118A1 (en) 2021-08-12
US11562820B2 (en) 2023-01-24
BR112020023281A2 (pt) 2021-02-23
DK3776463T3 (da) 2021-09-27
AU2019311336B2 (en) 2021-10-21
CN112088394A (zh) 2020-12-15
WO2020021261A1 (en) 2020-01-30
GB201812050D0 (en) 2018-09-05
HUE056228T2 (hu) 2022-02-28
EP3776463B1 (en) 2021-08-25
EP3776463A1 (en) 2021-02-17
RU2765619C1 (ru) 2022-02-01
JP6998474B2 (ja) 2022-01-18
ES2900223T3 (es) 2022-03-16
CA3099180A1 (en) 2020-01-30

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