JP2023543191A - 臨床ワークフローにａｉアルゴリズムのトレーニングを組み込むための撮像のポイントにおけるデバイス - Google Patents

臨床ワークフローにａｉアルゴリズムのトレーニングを組み込むための撮像のポイントにおけるデバイス Download PDF

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JP2023543191A
JP2023543191A JP2023518466A JP2023518466A JP2023543191A JP 2023543191 A JP2023543191 A JP 2023543191A JP 2023518466 A JP2023518466 A JP 2023518466A JP 2023518466 A JP2023518466 A JP 2023518466A JP 2023543191 A JP2023543191 A JP 2023543191A
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training
patient
images
image
data
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JP2023543191A5 (https=
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アンドレ ブラウネイゲル
リント カルステン
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • 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
    • 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
    • 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
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
JP2023518466A 2020-09-24 2021-09-16 臨床ワークフローにａｉアルゴリズムのトレーニングを組み込むための撮像のポイントにおけるデバイス Pending JP2023543191A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP20197985.3A EP3975194A1 (en) 2020-09-24 2020-09-24 Device at the point of imaging for integrating training of ai algorithms into the clinical workflow
EP20197985.3 2020-09-24
PCT/EP2021/075484 WO2022063675A1 (en) 2020-09-24 2021-09-16 Device at the point of imaging for integrating training of ai algorithms into the clinical workflow

Publications (2)

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JP2023543191A true JP2023543191A (ja) 2023-10-13
JP2023543191A5 JP2023543191A5 (https=) 2024-09-25

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JP2023518466A Pending JP2023543191A (ja) 2020-09-24 2021-09-16 臨床ワークフローにａｉアルゴリズムのトレーニングを組み込むための撮像のポイントにおけるデバイス

Country Status (5)

Country Link
US (1) US20230368895A1 (https=)
EP (2) EP3975194A1 (https=)
JP (1) JP2023543191A (https=)
CN (1) CN116194999A (https=)
WO (1) WO2022063675A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12346529B2 (en) 2023-06-26 2025-07-01 International Business Machines Corporation UI workflow optimization based on expected next UI interaction

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160350919A1 (en) * 2015-06-01 2016-12-01 Virtual Radiologic Corporation Medical evaluation machine learning workflows and processes
JP2019093137A (ja) * 2017-11-22 2019-06-20 ゼネラル・エレクトリック・カンパニイ 放射線学的所見のためのポイントオブケア警報を送達するためのシステムおよび方法
US20200104994A1 (en) * 2018-10-02 2020-04-02 Siemens Healthcare Gmbh Medical Image Pre-Processing at the Scanner for Facilitating Joint Interpretation by Radiologists and Artificial Intelligence Algorithms

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10679745B2 (en) * 2014-07-10 2020-06-09 Koninklijke Philips N.V. System and method for providing a patient with personalized advice
WO2017151757A1 (en) * 2016-03-01 2017-09-08 The United States Of America, As Represented By The Secretary, Department Of Health And Human Services Recurrent neural feedback model for automated image annotation
US10726948B2 (en) * 2017-12-08 2020-07-28 International Business Machines Corporation Medical imaging device- and display-invariant segmentation and measurement
US11301996B2 (en) * 2018-12-11 2022-04-12 Eko.Ai Pte. Ltd. Training neural networks of an automatic clinical workflow that recognizes and analyzes 2D and doppler modality echocardiogram images
CN110223289A (zh) * 2019-06-17 2019-09-10 上海联影医疗科技有限公司 一种图像处理方法和系统

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160350919A1 (en) * 2015-06-01 2016-12-01 Virtual Radiologic Corporation Medical evaluation machine learning workflows and processes
JP2019093137A (ja) * 2017-11-22 2019-06-20 ゼネラル・エレクトリック・カンパニイ 放射線学的所見のためのポイントオブケア警報を送達するためのシステムおよび方法
US20200104994A1 (en) * 2018-10-02 2020-04-02 Siemens Healthcare Gmbh Medical Image Pre-Processing at the Scanner for Facilitating Joint Interpretation by Radiologists and Artificial Intelligence Algorithms

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Publication number Publication date
EP4218024A1 (en) 2023-08-02
EP3975194A1 (en) 2022-03-30
CN116194999A (zh) 2023-05-30
WO2022063675A1 (en) 2022-03-31
US20230368895A1 (en) 2023-11-16

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