JP6831944B1 - 心電図データの拡張方法並びにその装置、電子機器及び媒体 - Google Patents

心電図データの拡張方法並びにその装置、電子機器及び媒体 Download PDF

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JP6831944B1
JP6831944B1 JP2020194756A JP2020194756A JP6831944B1 JP 6831944 B1 JP6831944 B1 JP 6831944B1 JP 2020194756 A JP2020194756 A JP 2020194756A JP 2020194756 A JP2020194756 A JP 2020194756A JP 6831944 B1 JP6831944 B1 JP 6831944B1
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data
heartbeat
electrocardiogram
heart rate
lead
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JP2022035929A (ja
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王景峰
黄凱
陳様新
張玉玲
郭思▲路▼
宋日輝
趙宝沢
張恒非
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Sun Yat Sen Memorial Hospital Sun Yat Sen University
Bioisland Laboratory
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Bioisland Laboratory
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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
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • 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
    • A61B5/7225—Details of analog processing, e.g. isolation amplifier, gain or sensitivity adjustment, filtering, baseline or drift compensation
    • 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
    • A61B5/725—Details of waveform analysis using specific filters therefor, e.g. Kalman or adaptive filters
    • 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
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/02—Preprocessing
    • G06F2218/04—Denoising
    • G06F2218/06—Denoising by applying a scale-space analysis, e.g. using wavelet analysis

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Surgery (AREA)
  • Pathology (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Physiology (AREA)
  • Psychiatry (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • General Physics & Mathematics (AREA)
  • Fuzzy Systems (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
JP2020194756A 2020-08-21 2020-11-24 心電図データの拡張方法並びにその装置、電子機器及び媒体 Active JP6831944B1 (ja)

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CN202010850174.2A CN111772625B (zh) 2020-08-21 2020-08-21 心电图数据增广方法、装置、电子设备及介质
CN202010850174.2 2020-08-21

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113812959A (zh) * 2021-07-26 2021-12-21 北京海思敏医疗技术有限公司 用于小型数据处理设备的心电数据处理方法、电子设备和存储介质
WO2023101526A1 (ko) * 2021-12-03 2023-06-08 서울대학교병원 다채널 1차원 시그널로부터 얻어진 이미지를 분석하는 이미지 기반 인공지능 모델을 훈련하는데 사용되는 훈련 이미지 생성 방법 및 이를 수행하는 장치
KR20230090465A (ko) * 2021-12-15 2023-06-22 한양대학교 에리카산학협력단 데이터 증강 장치 및 방법
KR20230099195A (ko) * 2021-12-27 2023-07-04 강원대학교산학협력단 심전도 데이터 및 신체 정보를 이용하는 딥러닝 모델 기반 심장 질환 발병 예측 장치 및 방법

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111772625B (zh) * 2020-08-21 2021-08-10 生物岛实验室 心电图数据增广方法、装置、电子设备及介质
CN113974644B (zh) * 2021-11-26 2023-03-24 苏州大学 一种房颤信号生成方法及系统

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7187965B2 (en) * 2001-05-29 2007-03-06 Bischoff Edward T Cardiac rhythm monitoring device
CN101843480B (zh) * 2009-03-27 2013-04-24 华为技术有限公司 处理生物电信号的装置
US10426364B2 (en) * 2015-10-27 2019-10-01 Cardiologs Technologies Sas Automatic method to delineate or categorize an electrocardiogram
JP7336755B2 (ja) * 2017-07-28 2023-09-01 パナソニックＩｐマネジメント株式会社 データ生成装置、生体データ計測システム、識別器生成装置、データ生成方法、識別器生成方法及びプログラム
CN108090509B (zh) * 2017-12-13 2021-10-08 四川大学 一种数据长度自适应的心电图分类方法
CN110393519B (zh) * 2019-08-19 2022-06-24 广州视源电子科技股份有限公司 心电信号的分析方法、装置、存储介质和处理器
CN110495872B (zh) * 2019-08-27 2022-03-15 中科麦迪人工智能研究院(苏州)有限公司 基于图片及心搏信息的心电分析方法、装置、设备及介质
CN111460953B (zh) * 2020-03-26 2021-05-18 山东省人工智能研究院 一种基于对抗域自适应学习的心电信号分类方法
CN111772625B (zh) * 2020-08-21 2021-08-10 生物岛实验室 心电图数据增广方法、装置、电子设备及介质

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113812959A (zh) * 2021-07-26 2021-12-21 北京海思敏医疗技术有限公司 用于小型数据处理设备的心电数据处理方法、电子设备和存储介质
CN113812959B (zh) * 2021-07-26 2023-10-13 北京海思敏医疗技术有限公司 用于小型数据处理设备的心电数据处理方法、电子设备和存储介质
WO2023101526A1 (ko) * 2021-12-03 2023-06-08 서울대학교병원 다채널 1차원 시그널로부터 얻어진 이미지를 분석하는 이미지 기반 인공지능 모델을 훈련하는데 사용되는 훈련 이미지 생성 방법 및 이를 수행하는 장치
KR20230090465A (ko) * 2021-12-15 2023-06-22 한양대학교 에리카산학협력단 데이터 증강 장치 및 방법
KR102589471B1 (ko) * 2021-12-15 2023-10-16 한양대학교 에리카산학협력단 데이터 증강 장치 및 방법
KR20230099195A (ko) * 2021-12-27 2023-07-04 강원대학교산학협력단 심전도 데이터 및 신체 정보를 이용하는 딥러닝 모델 기반 심장 질환 발병 예측 장치 및 방법
KR102560516B1 (ko) * 2021-12-27 2023-07-26 강원대학교산학협력단 심전도 데이터 및 신체 정보를 이용하는 딥러닝 모델 기반 심장 질환 발병 예측 장치 및 방법

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CN111772625A (zh) 2020-10-16
CN111772625B (zh) 2021-08-10
JP2022035929A (ja) 2022-03-04

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