KR102723205B1 - 2d/3d 유방 영상들을 검토하는 판독 시간 및 판독 복잡도를 예측하기 위한 ai 시스템 - Google Patents

2d/3d 유방 영상들을 검토하는 판독 시간 및 판독 복잡도를 예측하기 위한 ai 시스템 Download PDF

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KR102723205B1
KR102723205B1 KR1020227009614A KR20227009614A KR102723205B1 KR 102723205 B1 KR102723205 B1 KR 102723205B1 KR 1020227009614 A KR1020227009614 A KR 1020227009614A KR 20227009614 A KR20227009614 A KR 20227009614A KR 102723205 B1 KR102723205 B1 KR 102723205B1
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data
breast
mammography examination
mammography
data set
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KR20220069946A (ko
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아쉬위니 크쉬르사가
하일리 취
니콜라오스 카나치오스
아도라 드소자
샹웨이 쟝
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홀로직, 인크.
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    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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    • A61B6/502—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of breast, i.e. mammography
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    • G06Q10/00—Administration; Management
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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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    • 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
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/461—Displaying means of special interest
    • A61B6/465—Displaying means of special interest adapted to display user selection data, e.g. graphical user interface, icons or menus
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • 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
    • G06T2207/30068—Mammography; Breast
    • G—PHYSICS
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    • 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

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  • Data Mining & Analysis (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • General Physics & Mathematics (AREA)
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  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Quality & Reliability (AREA)
  • Pathology (AREA)
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KR1020227009614A 2019-09-27 2020-09-25 2d/3d 유방 영상들을 검토하는 판독 시간 및 판독 복잡도를 예측하기 위한 ai 시스템 Active KR102723205B1 (ko)

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Application Number Priority Date Filing Date Title
US201962907257P 2019-09-27 2019-09-27
US62/907,257 2019-09-27
PCT/US2020/052895 WO2021062284A1 (en) 2019-09-27 2020-09-25 Ai system for predicting reading time and reading complexity for reviewing 2d/3d breast images

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KR20220069946A KR20220069946A (ko) 2022-05-27
KR102723205B1 true KR102723205B1 (ko) 2024-10-30

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US (3) US11694792B2 (https=)
EP (2) EP4439580A3 (https=)
JP (1) JP7465342B2 (https=)
KR (1) KR102723205B1 (https=)
CN (1) CN114746953A (https=)
AU (2) AU2020353680A1 (https=)
DE (1) DE202020006045U1 (https=)
WO (1) WO2021062284A1 (https=)

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US11694792B2 (en) 2019-09-27 2023-07-04 Hologic, Inc. AI system for predicting reading time and reading complexity for reviewing 2D/3D breast images
US11481038B2 (en) 2020-03-27 2022-10-25 Hologic, Inc. Gesture recognition in controlling medical hardware or software
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WO2022263215A1 (en) * 2021-06-16 2022-12-22 Koninklijke Philips N.V. User load balancing
KR102392759B1 (ko) * 2021-10-08 2022-05-02 주식회사 에이티센스 심전도 데이터 처리 서버, 분석 조건에 해당하는 신호 구간에 대한 분석 작업을 처리하는 방법 및 컴퓨터 프로그램
KR102882462B1 (ko) * 2023-03-02 2025-11-07 인하대학교 산학협력단 키오스크 및 어플리케이션을 이용한 판독 요청 시스템
KR102862893B1 (ko) * 2023-11-01 2025-09-19 주식회사 케이티 의료영상 분배 장치 및 의료영상 분배 방법
US12578845B2 (en) 2023-11-29 2026-03-17 Truist Bank Customized graphical user interface generation graphically depicting icons via a computer screen
US12474818B2 (en) * 2023-11-29 2025-11-18 Truist Bank Customized graphical user interface access systems graphically depicting icons
US12386842B2 (en) * 2023-11-29 2025-08-12 Truist Bank Customized graphical user interface generation graphically depicting icons via a computer screen
WO2025198329A1 (ko) * 2024-03-20 2025-09-25 모니터코퍼레이션 주식회사 메타 데이터에 따른 활성화 모델 제공 장치, 방법 및 이를 포함하는 컴퓨터 프로그램

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