WO2020032560A3 - 진단 결과 생성 시스템 및 방법 - Google Patents

진단 결과 생성 시스템 및 방법 Download PDF

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WO2020032560A3
WO2020032560A3 PCT/KR2019/009845 KR2019009845W WO2020032560A3 WO 2020032560 A3 WO2020032560 A3 WO 2020032560A3 KR 2019009845 W KR2019009845 W KR 2019009845W WO 2020032560 A3 WO2020032560 A3 WO 2020032560A3
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marking information
contour
generation system
disease
diagnosis result
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PCT/KR2019/009845
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French (fr)
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WO2020032560A2 (ko
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이상훈
김선우
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주식회사 딥바이오
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Priority to US17/266,098 priority Critical patent/US11995819B2/en
Priority to CN201980053473.9A priority patent/CN112567466A/zh
Priority to JP2021505756A priority patent/JP7298943B2/ja
Priority to EP19848747.2A priority patent/EP3819907A4/en
Publication of WO2020032560A2 publication Critical patent/WO2020032560A2/ko
Publication of WO2020032560A3 publication Critical patent/WO2020032560A3/ko

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    • 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
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/12—Use of codes for handling textual entities
    • G06F40/14—Tree-structured documents
    • G06F40/143—Markup, e.g. Standard Generalized Markup Language [SGML] or Document Type Definition [DTD]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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    • 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/13—Edge detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • 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
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • 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
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • 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
    • G06T2207/10024—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
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    • 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
    • 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
    • G06T2207/30081—Prostate
    • 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
    • G06T2207/30096—Tumor; Lesion

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  • Engineering & Computer Science (AREA)
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  • Medical Informatics (AREA)
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  • Biophysics (AREA)
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  • Image Processing (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

생체 조직의 이미지를 통해 질병의 진단을 수행한 결과를 기계와 인간이 모두 이해할 수 있는 형태로 출력할 수 있는 시스템 및 그 방법이 개시된다. 본 발명의 일 측면에 따르면, 생체 이미지인 슬라이드에 질병이 존재하는지 여부를 진단한 결과를 나타내는 마킹 정보를 생성하는 마킹 정보 생성모듈-여기서, 상기 마킹 정보는 상기 슬라이드의 각 픽셀 별 질병 상태 정보를 포함함-, 상기 마킹 정보로부터 적어도 하나의 컨투어를 추출하는 컨투어 추출모듈 및 추출된 상기 적어도 하나의 컨투어 각각의 외곽선 정보를 포함하는 XML 문서를 생성하는 XML 생성모듈을 포함하는 진단 결과 생성 시스템이 제공된다.
PCT/KR2019/009845 2018-08-07 2019-08-07 진단 결과 생성 시스템 및 방법 WO2020032560A2 (ko)

Priority Applications (4)

Application Number Priority Date Filing Date Title
US17/266,098 US11995819B2 (en) 2018-08-07 2019-08-07 Diagnosis result generation system and method
CN201980053473.9A CN112567466A (zh) 2018-08-07 2019-08-07 诊断结果生成系统及其方法
JP2021505756A JP7298943B2 (ja) 2018-08-07 2019-08-07 診断結果生成システム及び方法
EP19848747.2A EP3819907A4 (en) 2018-08-07 2019-08-07 SYSTEM AND METHOD FOR GENERATING DIAGNOSTIC RESULTS

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR1020180092030A KR102215269B1 (ko) 2018-08-07 2018-08-07 진단 결과 생성 시스템 및 방법
KR10-2018-0092030 2018-08-07

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WO2020032560A2 WO2020032560A2 (ko) 2020-02-13
WO2020032560A3 true WO2020032560A3 (ko) 2020-03-26

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US (1) US11995819B2 (ko)
EP (1) EP3819907A4 (ko)
JP (1) JP7298943B2 (ko)
KR (1) KR102215269B1 (ko)
CN (1) CN112567466A (ko)
WO (1) WO2020032560A2 (ko)

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WO2022139321A1 (ko) * 2020-12-24 2022-06-30 (주)제이엘케이 인공지능 기반의 전립선암 병리 영상 레포트 시스템
KR102393957B1 (ko) 2021-12-30 2022-05-03 서울대학교병원 전립선암 분석 장치 및 프로그램, 이의 동작 방법

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Also Published As

Publication number Publication date
US11995819B2 (en) 2024-05-28
EP3819907A4 (en) 2022-03-02
US20210327059A1 (en) 2021-10-21
EP3819907A2 (en) 2021-05-12
KR102215269B1 (ko) 2021-02-15
WO2020032560A2 (ko) 2020-02-13
JP7298943B2 (ja) 2023-06-27
JP2021533473A (ja) 2021-12-02
CN112567466A (zh) 2021-03-26
KR20200016666A (ko) 2020-02-17

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