CN112074912B - 使用介入x射线图像和深度学习的交互式冠状动脉标记 - Google Patents

使用介入x射线图像和深度学习的交互式冠状动脉标记 Download PDF

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Publication number
CN112074912B
CN112074912B CN201980029300.3A CN201980029300A CN112074912B CN 112074912 B CN112074912 B CN 112074912B CN 201980029300 A CN201980029300 A CN 201980029300A CN 112074912 B CN112074912 B CN 112074912B
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vessel
diagnostic image
tree
vessel tree
deviation
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Chinese (zh)
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CN112074912A (zh
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R·F·P·范佩尔特
J·奥利万贝斯科斯
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • 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
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/60—Creating or editing images; Combining images with text
    • 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
    • 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
    • G16H50/50—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
    • 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
    • G06T2207/30101—Blood vessel; Artery; Vein; Vascular

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • General Physics & Mathematics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Theoretical Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
CN201980029300.3A 2018-05-03 2019-04-24 使用介入x射线图像和深度学习的交互式冠状动脉标记 Active CN112074912B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP18170529.4A EP3564961A1 (en) 2018-05-03 2018-05-03 Interactive coronary labeling using interventional x-ray images and deep learning
EP18170529.4 2018-05-03
PCT/EP2019/060430 WO2019211131A1 (en) 2018-05-03 2019-04-24 Interactive coronary labeling using interventional x-ray images and deep learning

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CN112074912A CN112074912A (zh) 2020-12-11
CN112074912B true CN112074912B (zh) 2024-11-01

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US (2) US11861825B2 (https=)
EP (2) EP3564961A1 (https=)
JP (1) JP2021521949A (https=)
CN (1) CN112074912B (https=)
WO (1) WO2019211131A1 (https=)

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US10210956B2 (en) 2012-10-24 2019-02-19 Cathworks Ltd. Diagnostically useful results in real time
JP7036742B2 (ja) 2016-05-16 2022-03-15 キャスワークス リミテッド 血管評価システム
EP3756547A1 (en) * 2019-06-28 2020-12-30 Koninklijke Philips N.V. Automated coronary angiography analysis
JP7551370B2 (ja) 2020-07-15 2024-09-17 キヤノンメディカルシステムズ株式会社 医用データ処理装置及び方法
EP4020375A1 (en) 2020-12-23 2022-06-29 Koninklijke Philips N.V. System and methods for augmenting x-ray images for training of deep neural networks
CN113487628B (zh) * 2021-07-07 2024-02-23 广州市大道医疗科技有限公司 模型训练的方法及冠状血管识别方法、装置、设备和介质
US12315076B1 (en) 2021-09-22 2025-05-27 Cathworks Ltd. Four-dimensional motion analysis of a patient's coronary arteries and myocardial wall
WO2023079657A1 (ja) * 2021-11-04 2023-05-11 国立大学法人東北大学 情報処理装置、木構造を示す器官の構造の対応付け方法、及び、木構造を示す器官の構造の対応付けプログラム
KR20240148399A (ko) 2022-02-10 2024-10-11 캐스웍스 엘티디. 기계 학습 기반 센서 분석 및 혈관 트리 분할을 위한 시스템 및 방법
IL326432A (en) 2023-08-09 2026-04-01 Cathworks Ltd Coronary artery assessment after PCI
CN121942048A (zh) 2023-08-09 2026-04-28 凯思沃克斯有限公司 针对血管指数测量的增强用户界面和串扰分析
US12512196B2 (en) 2024-06-12 2025-12-30 Cathworks Ltd. Systems and methods for secure sharing of cardiac assessments using QR codes

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CN107563123A (zh) * 2017-09-27 2018-01-09 百度在线网络技术（北京）有限公司 用于标注医学图像的方法和装置

Also Published As

Publication number Publication date
WO2019211131A1 (en) 2019-11-07
EP3564961A1 (en) 2019-11-06
US20210174500A1 (en) 2021-06-10
US11861825B2 (en) 2024-01-02
JP2021521949A (ja) 2021-08-30
EP3788631B1 (en) 2025-04-02
EP3788631A1 (en) 2021-03-10
US20240078676A1 (en) 2024-03-07
US12118724B2 (en) 2024-10-15
CN112074912A (zh) 2020-12-11

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