WO2019184960A3 - Electrocardio data pathological feature quantitative analysis method and apparatus - Google Patents

Electrocardio data pathological feature quantitative analysis method and apparatus Download PDF

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Publication number
WO2019184960A3
WO2019184960A3 PCT/CN2019/079940 CN2019079940W WO2019184960A3 WO 2019184960 A3 WO2019184960 A3 WO 2019184960A3 CN 2019079940 W CN2019079940 W CN 2019079940W WO 2019184960 A3 WO2019184960 A3 WO 2019184960A3
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WO
WIPO (PCT)
Prior art keywords
analysis
analysis method
quantitative analysis
electrical activity
electrocardio data
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PCT/CN2019/079940
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French (fr)
Chinese (zh)
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WO2019184960A2 (en
Inventor
王云霞
何毅钒
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上海图灵医疗科技有限公司
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Publication of WO2019184960A2 publication Critical patent/WO2019184960A2/en
Publication of WO2019184960A3 publication Critical patent/WO2019184960A3/en

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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
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/318—Heart-related electrical modalities, e.g. electrocardiography [ECG]
    • A61B5/346—Analysis of electrocardiograms
    • A61B5/349—Detecting specific parameters of the electrocardiograph cycle
    • 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
    • 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
    • A61B5/7253—Details of waveform analysis characterised by using transforms
    • A61B5/7257—Details of waveform analysis characterised by using transforms using Fourier transforms

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  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Animal Behavior & Ethology (AREA)
  • Cardiology (AREA)
  • Veterinary Medicine (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Physiology (AREA)
  • Mathematical Physics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Investigating Or Analysing Biological Materials (AREA)

Abstract

An electrocardio data pathological feature quantitative analysis method, which uses a heterogeneity analysis method to extract quantitative indicators of cardiac dynamic pathological features within cardiac electrical activity non-linear system dynamic data, the heterogeneity analysis referring to the analysis of cardiac electrical activity non-linear system dynamic data unevenness and complexity thereof during spatial distribution and time deduction, the heterogeneity analysis method being one or more of the following feature analysis methods: a geometric feature method, a non-linear dynamics method, a model method, a time domain method and a frequency domain method. The method better measures cardiac electrical activity non-linear system dynamic pathological features. Also disclosed is an electrocardio data pathological feature quantitative analysis apparatus.
PCT/CN2019/079940 2018-03-24 2019-03-27 Electrocardio data pathological feature quantitative analysis method and apparatus WO2019184960A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810248635.1 2018-03-24
CN201810248635 2018-03-24

Publications (2)

Publication Number Publication Date
WO2019184960A2 WO2019184960A2 (en) 2019-10-03
WO2019184960A3 true WO2019184960A3 (en) 2019-11-14

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PCT/CN2019/079940 WO2019184960A2 (en) 2018-03-24 2019-03-27 Electrocardio data pathological feature quantitative analysis method and apparatus

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CN (1) CN108652615B (en)
WO (1) WO2019184960A2 (en)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108652615B (en) * 2018-03-24 2021-07-13 上海图灵医疗科技有限公司 Electrocardio data pathological feature quantitative analysis method and device
CN111261277A (en) * 2018-11-30 2020-06-09 上海图灵医疗科技有限公司 Heart disease detection method based on deep learning model
CN109875570B (en) * 2019-01-30 2020-08-18 华南理工大学 Effective method for recognizing electrocardiosignal identities before and after movement
CN109938723A (en) * 2019-03-08 2019-06-28 度特斯(大连)实业有限公司 A kind of method of discrimination and equipment of human body diseases risk
CN110090012A (en) * 2019-03-15 2019-08-06 上海图灵医疗科技有限公司 A kind of human body diseases detection method and testing product based on machine learning
CN109953755A (en) * 2019-03-15 2019-07-02 度特斯(大连)实业有限公司 A kind of extracting method and device of electrocardial vector data characteristics
CN110151165B (en) * 2019-04-30 2022-02-01 杭州电子科技大学 Vector cardiogram classification method based on nonlinear dynamic characteristics
CN110766004B (en) * 2019-10-23 2022-05-13 泰康保险集团股份有限公司 Medical identification data processing method and device, electronic equipment and readable medium
CN114338348A (en) * 2021-12-08 2022-04-12 邵也铮 Intelligent alarm method, device, equipment and readable storage medium
CN115813401B (en) * 2022-09-28 2024-06-21 山东大学 Electrocardiogram classification method and system based on dynamic learning

Citations (11)

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US20020082510A1 (en) * 2000-11-28 2002-06-27 Toole J. Gerald Method of analysis of the electrocardiogram
US20130079652A1 (en) * 2010-03-21 2013-03-28 Vitalcare Medical Ltd. Assessment of cardiac health based on heart rate variability
CN104644159A (en) * 2015-03-04 2015-05-27 江苏物联网研究发展中心 Tele electrocardiogram monitoring and diagnosing system
CN105193431A (en) * 2015-09-02 2015-12-30 杨静 Device for analyzing mental stress state of human body
CN106021941A (en) * 2016-05-27 2016-10-12 成都信汇聚源科技有限公司 Method for obtaining risk predictions of sudden death with weight value matrices of artificial neural network
CN106551691A (en) * 2016-12-02 2017-04-05 清华大学 A kind of heart rate variance analyzing method, device and purposes
CN107260161A (en) * 2017-07-18 2017-10-20 上海图灵医疗科技有限公司 A kind of electrocardio dynamics data quantitative analysis method
CN108652615A (en) * 2018-03-24 2018-10-16 度特斯(大连)实业有限公司 A kind of electrocardiogram (ECG) data pathological characters quantitative analysis method and device
CN109938695A (en) * 2019-03-08 2019-06-28 度特斯(大连)实业有限公司 A kind of human body diseases Risk Forecast Method and equipment based on heterogeneous degree index
CN109953755A (en) * 2019-03-15 2019-07-02 度特斯(大连)实业有限公司 A kind of extracting method and device of electrocardial vector data characteristics
CN110090012A (en) * 2019-03-15 2019-08-06 上海图灵医疗科技有限公司 A kind of human body diseases detection method and testing product based on machine learning

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107595243B (en) * 2017-07-28 2021-08-17 深圳和而泰智能控制股份有限公司 Disease evaluation method and terminal equipment

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020082510A1 (en) * 2000-11-28 2002-06-27 Toole J. Gerald Method of analysis of the electrocardiogram
US20130079652A1 (en) * 2010-03-21 2013-03-28 Vitalcare Medical Ltd. Assessment of cardiac health based on heart rate variability
CN104644159A (en) * 2015-03-04 2015-05-27 江苏物联网研究发展中心 Tele electrocardiogram monitoring and diagnosing system
CN105193431A (en) * 2015-09-02 2015-12-30 杨静 Device for analyzing mental stress state of human body
CN106021941A (en) * 2016-05-27 2016-10-12 成都信汇聚源科技有限公司 Method for obtaining risk predictions of sudden death with weight value matrices of artificial neural network
CN106551691A (en) * 2016-12-02 2017-04-05 清华大学 A kind of heart rate variance analyzing method, device and purposes
CN107260161A (en) * 2017-07-18 2017-10-20 上海图灵医疗科技有限公司 A kind of electrocardio dynamics data quantitative analysis method
CN108652615A (en) * 2018-03-24 2018-10-16 度特斯(大连)实业有限公司 A kind of electrocardiogram (ECG) data pathological characters quantitative analysis method and device
CN109938695A (en) * 2019-03-08 2019-06-28 度特斯(大连)实业有限公司 A kind of human body diseases Risk Forecast Method and equipment based on heterogeneous degree index
CN109953755A (en) * 2019-03-15 2019-07-02 度特斯(大连)实业有限公司 A kind of extracting method and device of electrocardial vector data characteristics
CN110090012A (en) * 2019-03-15 2019-08-06 上海图灵医疗科技有限公司 A kind of human body diseases detection method and testing product based on machine learning

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Publication number Publication date
WO2019184960A2 (en) 2019-10-03
CN108652615B (en) 2021-07-13
CN108652615A (en) 2018-10-16

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