JP2025503130A - 肥大型心筋症推定のためのマルチセンサｍｅｍｓシステム及び機械学習した分析方法 - Google Patents

肥大型心筋症推定のためのマルチセンサｍｅｍｓシステム及び機械学習した分析方法 Download PDF

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JP2025503130A
JP2025503130A JP2024543559A JP2024543559A JP2025503130A JP 2025503130 A JP2025503130 A JP 2025503130A JP 2024543559 A JP2024543559 A JP 2024543559A JP 2024543559 A JP2024543559 A JP 2024543559A JP 2025503130 A JP2025503130 A JP 2025503130A
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signals
machine learning
analysis
cardiac
hypertrophic cardiomyopathy
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JP2025503130A5 (enExample
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チャールズ アール ブリッジス
ファハド ファティエ
シャムラル ラムチャンダニ
ジョナサン ジェームズ ウッドワード
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アナリティクス フォー ライフ インコーポレイテッド
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • 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
    • 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
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • 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
    • 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
    • G16H40/60—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 operation of medical equipment or devices
    • G16H40/67—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 operation of medical equipment or devices for remote operation
    • 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
    • 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

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • Physiology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Primary Health Care (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Epidemiology (AREA)
  • Cardiology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Business, Economics & Management (AREA)
  • Mathematical Physics (AREA)
  • Pulmonology (AREA)
  • General Business, Economics & Management (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
  • Display Devices Of Pinball Game Machines (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
JP2024543559A 2022-01-23 2023-01-23 肥大型心筋症推定のためのマルチセンサｍｅｍｓシステム及び機械学習した分析方法 Pending JP2025503130A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202263302109P 2022-01-23 2022-01-23
US63/302,109 2022-01-23
PCT/IB2023/050550 WO2023139554A1 (en) 2022-01-23 2023-01-23 Multi-sensor mems system and machine-learned analysis method for hypertrophic cardiomyopathy estimation

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JP2025503130A true JP2025503130A (ja) 2025-01-30
JP2025503130A5 JP2025503130A5 (enExample) 2026-02-19

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US (1) US20230233089A1 (enExample)
EP (1) EP4465876A4 (enExample)
JP (1) JP2025503130A (enExample)
CN (1) CN118922128A (enExample)
CA (1) CA3249438A1 (enExample)
WO (1) WO2023139554A1 (enExample)

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EP4254425A1 (en) * 2022-03-29 2023-10-04 Heartkinetics Method, system and computer program for detecting a heart health state
US12555687B2 (en) * 2023-10-25 2026-02-17 Mackay Memorial Hospital Method for identifying and treating heart failure with preserved ejection fraction
US20250143588A1 (en) * 2023-11-07 2025-05-08 Honeywell International Inc. Systems and methods for monitoring and predicting health of a user in a facility
US20250160799A1 (en) * 2023-11-21 2025-05-22 Worcester Polytechnic Institute Cardiac function assessment and classification
CN118058724A (zh) * 2024-01-31 2024-05-24 毕威泰克(浙江)医疗器械有限公司 频率确定方法、装置、非易失性存储介质及计算机设备
WO2025207428A1 (en) * 2024-03-25 2025-10-02 The Johns Hopkins University Determining presence of structural changes in the heart from ecg using deep learning
FI131606B1 (en) * 2024-06-25 2025-08-05 Precordior Oy System and method for producing information indicative of cardiac abnormality
GB2643203A (en) * 2024-08-05 2026-02-11 Cardio Phoenix Ltd Apparatus, systems, and methods for cardiac measurements and diagnostics
WO2026048828A1 (ja) * 2024-08-30 2026-03-05 株式会社村田製作所 モニタリングシステム
CN120458531B (zh) * 2025-07-17 2025-09-26 歌尔股份有限公司 心脏健康状态检测方法、装置及电子设备

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WO2016207862A1 (en) * 2015-06-25 2016-12-29 Timothy Burton Methods and systems using mathematical analysis and machine learning to diagnose disease
US11139048B2 (en) * 2017-07-18 2021-10-05 Analytics For Life Inc. Discovering novel features to use in machine learning techniques, such as machine learning techniques for diagnosing medical conditions
WO2020136571A1 (en) * 2018-12-26 2020-07-02 Analytics For Life Inc. Methods and systems to configure and use neural networks in characterizing physiological systems
US20210259560A1 (en) * 2020-02-26 2021-08-26 Eko Devices, Inc. Methods and systems for determining a physiological or biological state or condition of a subject

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EP4465876A4 (en) 2026-01-07
WO2023139554A1 (en) 2023-07-27
US20230233089A1 (en) 2023-07-27
CN118922128A (zh) 2024-11-08
CA3249438A1 (en) 2023-07-27
EP4465876A1 (en) 2024-11-27

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