JP7002168B1 - 心電図分析装置、心電図分析方法及びプログラム - Google Patents

心電図分析装置、心電図分析方法及びプログラム Download PDF

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JP7002168B1
JP7002168B1 JP2021544452A JP2021544452A JP7002168B1 JP 7002168 B1 JP7002168 B1 JP 7002168B1 JP 2021544452 A JP2021544452 A JP 2021544452A JP 2021544452 A JP2021544452 A JP 2021544452A JP 7002168 B1 JP7002168 B1 JP 7002168B1
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machine learning
electrocardiogram
arrhythmia
analyzed
learning model
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JPWO2021205788A1 (enExample
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雄一 田村
浩久 谷口
智広 高田
忠大 谷口
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CARDIO INTELLIGENCE INC.
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CARDIO INTELLIGENCE INC.
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A61B5/0006ECG or EEG signals
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346Analysis of electrocardiograms
    • A61B5/349Detecting specific parameters of the electrocardiograph cycle
    • A61B5/361Detecting fibrillation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/318Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346Analysis of electrocardiograms
    • A61B5/349Detecting specific parameters of the electrocardiograph cycle
    • A61B5/363Detecting tachycardia or bradycardia
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Cardiology (AREA)
  • Physics & Mathematics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Physiology (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Signal Processing (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
JP2021544452A 2020-04-08 2021-03-04 心電図分析装置、心電図分析方法及びプログラム Active JP7002168B1 (ja)

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JP2021205708A JP7701048B2 (ja) 2020-04-08 2021-12-20 心電図分析装置、心電図分析方法及びプログラム
JP2025098324A JP2025128317A (ja) 2020-04-08 2025-06-12 心電図分析装置、心電図分析方法及びプログラム

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JP2020069705 2020-04-08
JP2020069705 2020-04-08
PCT/JP2021/008444 WO2021205788A1 (ja) 2020-04-08 2021-03-04 心電図分析装置、心電図分析方法及びプログラム

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JP2025098324A Pending JP2025128317A (ja) 2020-04-08 2025-06-12 心電図分析装置、心電図分析方法及びプログラム

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US (1) US20220346647A1 (enExample)
EP (1) EP4079224B1 (enExample)
JP (3) JP7002168B1 (enExample)
WO (1) WO2021205788A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7493293B1 (ja) 2024-03-13 2024-05-31 株式会社カルディオインテリジェンス 心電図解析のための支援装置、支援システム、およびプログラム

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4104752A1 (en) 2010-05-12 2022-12-21 Irhythm Technologies, Inc. Device features and design elements for long-term adhesion
WO2014116825A1 (en) 2013-01-24 2014-07-31 Irhythm Technologies, Inc. Physiological monitoring device
EP4192334A1 (en) 2020-08-06 2023-06-14 Irhythm Technologies, Inc. Adhesive physiological monitoring device
USD1063079S1 (en) 2021-08-06 2025-02-18 Irhythm Technologies, Inc. Physiological monitoring device
KR102788715B1 (ko) * 2022-05-04 2025-04-01 주식회사 뷰노 심전도 데이터를 분석하기 위한 방법 및 장치
JP7672033B2 (ja) * 2023-02-10 2025-05-07 公立大学法人横浜市立大学 心不全推定装置、心不全推定システム、心不全推定方法、及び心不全推定プログラム
WO2024191200A1 (ko) * 2023-03-13 2024-09-19 주식회사 메디컬에이아이 인공 지능 모델에 기반하여 잠재적 심방 세동을 식별하는 방법, 프로그램 및 장치
KR102877334B1 (ko) * 2023-10-17 2025-10-29 (주)씨어스테크놀로지 온라인 머신러닝 알고리즘을 이용한 심전도 판독장치

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018519122A (ja) * 2015-05-13 2018-07-19 アライヴコア インコーポレイテッド 不一致モニタリング
JP2019115618A (ja) * 2017-12-27 2019-07-18 オムロンヘルスケア株式会社 情報処理装置、情報処理方法、及び情報処理プログラム
JP2019187966A (ja) * 2018-04-27 2019-10-31 国立大学法人滋賀医科大学 診断支援装置、機械学習装置、診断支援方法、機械学習方法および機械学習プログラム

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007195693A (ja) 2006-01-25 2007-08-09 Matsushita Electric Works Ltd 携帯型心電計測装置
US8956294B2 (en) * 2009-05-20 2015-02-17 Sotera Wireless, Inc. Body-worn system for continuously monitoring a patients BP, HR, SpO2, RR, temperature, and motion; also describes specific monitors for apnea, ASY, VTAC, VFIB, and ‘bed sore’ index
US9314178B2 (en) * 2013-03-14 2016-04-19 Greatbach, Ltd. Cardiac signal recording using dynamically generated detection thresholds
US10779744B2 (en) * 2015-10-27 2020-09-22 Cardiologs Technologies Sas Automatic method to delineate or categorize an electrocardiogram
CN107516075B (zh) * 2017-08-03 2020-10-09 安徽华米智能科技有限公司 心电信号的检测方法、装置及电子设备
WO2019046294A1 (en) * 2017-08-28 2019-03-07 University Of South Florida SYSTEM AND METHOD FOR PREDICTING ATRIAL FIBRILLATION (AF)
US20240099593A1 (en) * 2017-10-06 2024-03-28 Alivecor, Inc. Machine learning health analysis with a mobile device
CN108577823B (zh) * 2018-04-27 2021-02-02 京东方科技集团股份有限公司 一种心律失常检测装置和心律失常检测系统
US11723577B2 (en) * 2019-05-06 2023-08-15 Medtronic, Inc. Visualization of arrhythmia detection by machine learning
CN110403600B (zh) * 2019-07-26 2022-02-08 武汉海星通技术股份有限公司 基于差值时间散点图的阵发性房颤智能分析方法及系统
US12224052B2 (en) * 2019-10-03 2025-02-11 Rom Technologies, Inc. System and method for using AI, machine learning and telemedicine for long-term care via an electromechanical machine

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018519122A (ja) * 2015-05-13 2018-07-19 アライヴコア インコーポレイテッド 不一致モニタリング
JP2019115618A (ja) * 2017-12-27 2019-07-18 オムロンヘルスケア株式会社 情報処理装置、情報処理方法、及び情報処理プログラム
JP2019187966A (ja) * 2018-04-27 2019-10-31 国立大学法人滋賀医科大学 診断支援装置、機械学習装置、診断支援方法、機械学習方法および機械学習プログラム

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7493293B1 (ja) 2024-03-13 2024-05-31 株式会社カルディオインテリジェンス 心電図解析のための支援装置、支援システム、およびプログラム
WO2025191880A1 (ja) * 2024-03-13 2025-09-18 株式会社カルディオインテリジェンス 心電図解析のための支援装置、支援システム、およびプログラム
JP2025140146A (ja) * 2024-03-13 2025-09-29 株式会社カルディオインテリジェンス 心電図解析のための支援装置、支援システム、およびプログラム

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JP7701048B2 (ja) 2025-07-01
JP2025128317A (ja) 2025-09-02
EP4079224C0 (en) 2025-07-23
WO2021205788A1 (ja) 2021-10-14
JPWO2021205788A1 (enExample) 2021-10-14
EP4079224B1 (en) 2025-07-23
US20220346647A1 (en) 2022-11-03
EP4079224A4 (en) 2023-06-21
EP4079224A1 (en) 2022-10-26
JP2022037153A (ja) 2022-03-08

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