CN110785125A - 用于医学图像的图像分析的方法和系统 - Google Patents

用于医学图像的图像分析的方法和系统 Download PDF

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Publication number
CN110785125A
CN110785125A CN201880042018.4A CN201880042018A CN110785125A CN 110785125 A CN110785125 A CN 110785125A CN 201880042018 A CN201880042018 A CN 201880042018A CN 110785125 A CN110785125 A CN 110785125A
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China
Prior art keywords
roi
viewing
medical image
data
display
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Pending
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CN201880042018.4A
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English (en)
Chinese (zh)
Inventor
B·查克拉巴蒂
P·拉古塔姆文卡特
R·巴特
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Koninklijke Philips NV
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Koninklijke Philips NV
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Publication of CN110785125A publication Critical patent/CN110785125A/zh
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    • 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
    • A61B6/467—Arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B6/469—Arrangements for interfacing with the operator or the patient characterised by special input means for selecting a region of interest [ROI]
    • 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
    • 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
    • A61B6/467—Arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B6/468—Arrangements for interfacing with the operator or the patient characterised by special input means allowing annotation or message recording
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/46—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient
    • A61B8/461—Displaying means of special interest
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/46—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient
    • A61B8/467—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient characterised by special input means
    • A61B8/469—Ultrasonic, sonic or infrasonic diagnostic devices with special arrangements for interfacing with the operator or the patient characterised by special input means for selection of a region of interest
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • G06Q10/101—Collaborative creation, e.g. joint development of products or services
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • 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
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • 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
    • 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
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • 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

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • General Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Data Mining & Analysis (AREA)
  • Optics & Photonics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Business, Economics & Management (AREA)
  • Human Computer Interaction (AREA)
  • Databases & Information Systems (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Strategic Management (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
CN201880042018.4A 2017-06-23 2018-06-21 用于医学图像的图像分析的方法和系统 Pending CN110785125A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP17177569.5 2017-06-23
EP17177569.5A EP3417781A1 (en) 2017-06-23 2017-06-23 Method and system for image analysis of a medical image
PCT/EP2018/066621 WO2018234476A1 (en) 2017-06-23 2018-06-21 Method and system for image analysis of a medical image

Publications (1)

Publication Number Publication Date
CN110785125A true CN110785125A (zh) 2020-02-11

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US (1) US20200126657A1 (enExample)
EP (2) EP3417781A1 (enExample)
JP (1) JP2020524540A (enExample)
CN (1) CN110785125A (enExample)
WO (1) WO2018234476A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
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WO2024083311A1 (en) * 2022-10-17 2024-04-25 Smart Reporting Gmbh Generation of and search for medical reference image data

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* Cited by examiner, † Cited by third party
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US11436579B2 (en) 2020-05-04 2022-09-06 Bank Of America Corporation Performing enhanced deposit item processing using cognitive automation tools
KR102743557B1 (ko) * 2021-08-30 2024-12-17 (주)헬스허브 다이콤 실시간 비디오 전송 방법 및 그 장치
WO2025039068A1 (en) * 2023-08-23 2025-02-27 Madhavji Milan Method and system for assigning analysis of regions of interest in an image set

Citations (7)

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US20090067700A1 (en) * 2007-09-10 2009-03-12 Riverain Medical Group, Llc Presentation of computer-aided detection/diagnosis (CAD) results
US20100086182A1 (en) * 2008-10-07 2010-04-08 Hui Luo Diagnostic image processing with automatic self image quality validation
US20100135562A1 (en) * 2008-11-28 2010-06-03 Siemens Computer Aided Diagnosis Ltd. Computer-aided detection with enhanced workflow
CN104584018A (zh) * 2012-08-22 2015-04-29 皇家飞利浦有限公司 用于有效查看和报告成像研究相关的先前注释的自动检测和检索
CN104717924A (zh) * 2012-10-05 2015-06-17 皇家飞利浦有限公司 用于提供增强的x射线图像的医学成像系统及方法
US20160124619A1 (en) * 2014-10-31 2016-05-05 Mckesson Corporation Method and Apparatus for Managing a Configurable Display Environment
CN105769240A (zh) * 2015-01-12 2016-07-20 三星麦迪森株式会社 显示医学图像的设备和方法

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US5696531A (en) * 1991-02-05 1997-12-09 Minolta Camera Kabushiki Kaisha Image display apparatus capable of combining image displayed with high resolution and image displayed with low resolution
JP5995415B2 (ja) * 2011-08-16 2016-09-21 キヤノン株式会社 医療診断支援装置、情報処理方法及びプログラム
US20140324469A1 (en) * 2013-04-30 2014-10-30 Bruce Reiner Customizable context and user-specific patient referenceable medical database
US9396534B2 (en) * 2014-03-31 2016-07-19 Toshiba Medical Systems Corporation Medical image processing apparatus and medical image processing system
US10152571B1 (en) * 2017-05-25 2018-12-11 Enlitic, Inc. Chest x-ray differential diagnosis system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090067700A1 (en) * 2007-09-10 2009-03-12 Riverain Medical Group, Llc Presentation of computer-aided detection/diagnosis (CAD) results
US20100086182A1 (en) * 2008-10-07 2010-04-08 Hui Luo Diagnostic image processing with automatic self image quality validation
US20100135562A1 (en) * 2008-11-28 2010-06-03 Siemens Computer Aided Diagnosis Ltd. Computer-aided detection with enhanced workflow
CN104584018A (zh) * 2012-08-22 2015-04-29 皇家飞利浦有限公司 用于有效查看和报告成像研究相关的先前注释的自动检测和检索
CN104717924A (zh) * 2012-10-05 2015-06-17 皇家飞利浦有限公司 用于提供增强的x射线图像的医学成像系统及方法
US20160124619A1 (en) * 2014-10-31 2016-05-05 Mckesson Corporation Method and Apparatus for Managing a Configurable Display Environment
CN105769240A (zh) * 2015-01-12 2016-07-20 三星麦迪森株式会社 显示医学图像的设备和方法

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024083311A1 (en) * 2022-10-17 2024-04-25 Smart Reporting Gmbh Generation of and search for medical reference image data

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Publication number Publication date
JP2020524540A (ja) 2020-08-20
EP3641650B1 (en) 2020-11-18
EP3641650A1 (en) 2020-04-29
US20200126657A1 (en) 2020-04-23
WO2018234476A1 (en) 2018-12-27
EP3417781A1 (en) 2018-12-26

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Application publication date: 20200211