KR20200090757A - 조직학적 영상의 자동화 패턴 인식 및 점수화 방법 - Google Patents

조직학적 영상의 자동화 패턴 인식 및 점수화 방법 Download PDF

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KR20200090757A
KR20200090757A KR1020207012031A KR20207012031A KR20200090757A KR 20200090757 A KR20200090757 A KR 20200090757A KR 1020207012031 A KR1020207012031 A KR 1020207012031A KR 20207012031 A KR20207012031 A KR 20207012031A KR 20200090757 A KR20200090757 A KR 20200090757A
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fibrosis
liver
score
subject
nash
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존 브로젝
나딸리 드갈레
베누아 노엘
엘똥 렉세빠즈
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장피트
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    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/02—Instruments for taking cell samples or for biopsy
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/42—Detecting, measuring or recording for evaluating the gastrointestinal, the endocrine or the exocrine systems
    • A61B5/4222—Evaluating particular parts, e.g. particular organs
    • A61B5/4244—Evaluating particular parts, e.g. particular organs liver
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
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    • G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
    • G01N33/576—Immunoassay; Biospecific binding assay; Materials therefor for hepatitis
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    • G06N3/0464—Convolutional networks [CNN, ConvNet]
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    • 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
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    • 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
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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    • 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
    • G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • 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
    • G06T2207/10056—Microscopic 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
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    • G06T2207/30004—Biomedical image processing
    • G06T2207/30056—Liver; Hepatic

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  • Primary Health Care (AREA)
  • Epidemiology (AREA)
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  • Artificial Intelligence (AREA)
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  • Evolutionary Computation (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Veterinary Medicine (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
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  • Urology & Nephrology (AREA)
  • Gastroenterology & Hepatology (AREA)
  • Signal Processing (AREA)
KR1020207012031A 2017-10-20 2018-10-19 조직학적 영상의 자동화 패턴 인식 및 점수화 방법 Ceased KR20200090757A (ko)

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Application Number Priority Date Filing Date Title
EP17197623 2017-10-20
EP17197623.6 2017-10-20
EP18166425 2018-04-09
EP18166425.1 2018-04-09
PCT/EP2018/078711 WO2019077108A2 (en) 2017-10-20 2018-10-19 AUTOMATED METHOD OF ASSESSING AND RECOGNIZING PROFILES ON HISTOLOGICAL IMAGES

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US (1) US11676269B2 (https=)
EP (1) EP3698377A2 (https=)
JP (1) JP7293243B2 (https=)
KR (1) KR20200090757A (https=)
CN (1) CN111247596A (https=)
AU (1) AU2018351635A1 (https=)
CA (1) CA3078672A1 (https=)
MX (1) MX2020003990A (https=)
WO (1) WO2019077108A2 (https=)

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US20210192722A1 (en) 2021-06-24
CN111247596A (zh) 2020-06-05
US11676269B2 (en) 2023-06-13
MX2020003990A (es) 2020-08-13
CA3078672A1 (en) 2019-04-25
WO2019077108A2 (en) 2019-04-25
AU2018351635A1 (en) 2020-05-07
JP2021500691A (ja) 2021-01-07
JP7293243B2 (ja) 2023-06-19
WO2019077108A3 (en) 2019-06-20
EP3698377A2 (en) 2020-08-26

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