JPH09173310A - Ｅｃｇ波形の心搏を分類する方法および装置 - Google Patents

Ｅｃｇ波形の心搏を分類する方法および装置

Info

Publication number
JPH09173310A
JPH09173310A JP8308932A JP30893296A JPH09173310A JP H09173310 A JPH09173310 A JP H09173310A JP 8308932 A JP8308932 A JP 8308932A JP 30893296 A JP30893296 A JP 30893296A JP H09173310 A JPH09173310 A JP H09173310A
Authority
JP
Japan
Prior art keywords
block
heartbeat
template
heartbeats
beat
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP8308932A
Other languages
English (en)
Japanese (ja)
Other versions
JPH09173310A5 (enExample
Inventor
Patricia A Arand
パトリシア・エイ・アランド
William L Post
ウィリアム・エル・ポスト
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
HP Inc
Original Assignee
Hewlett Packard Co
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hewlett Packard Co filed Critical Hewlett Packard Co
Publication of JPH09173310A publication Critical patent/JPH09173310A/ja
Publication of JPH09173310A5 publication Critical patent/JPH09173310A5/ja
Pending legal-status Critical Current

Links

Classifications

    • 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
    • A61B5/024—Measuring pulse rate or heart rate
    • A61B5/0245—Measuring pulse rate or heart rate by using sensing means generating electric signals, i.e. ECG signals
    • 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
    • A61B5/35—Detecting specific parameters of the electrocardiograph cycle by template matching
    • 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
    • A61B5/352—Detecting R peaks, e.g. for synchronising diagnostic apparatus; Estimating R-R interval
    • 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
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Cardiology (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Public Health (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Physiology (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
JP8308932A 1995-11-29 1996-11-20 Ｅｃｇ波形の心搏を分類する方法および装置 Pending JPH09173310A (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US56476895A 1995-11-29 1995-11-29
US564,768 1995-11-29

Publications (2)

Publication Number Publication Date
JPH09173310A true JPH09173310A (ja) 1997-07-08
JPH09173310A5 JPH09173310A5 (enExample) 2004-11-11

Family

ID=24255804

Family Applications (1)

Application Number Title Priority Date Filing Date
JP8308932A Pending JPH09173310A (ja) 1995-11-29 1996-11-20 Ｅｃｇ波形の心搏を分類する方法および装置

Country Status (4)

Country Link
US (1) US5817027A (enExample)
EP (1) EP0776631B1 (enExample)
JP (1) JPH09173310A (enExample)
DE (1) DE69629164T2 (enExample)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
LT4756B (lt) 2000-01-11 2001-01-25 Kauno Medicinos Universiteto Psichofiziologijos Ir Reabilitacijos Institutas Sinusinio ir ektopinių širdies ritmų išskyrimo būdas
JP2010516430A (ja) * 2007-03-13 2010-05-20 カーディアック ペースメイカーズ， インコーポレイテッド 形態識別に使用される心臓信号の特徴を強調するシステムおよび方法
JP2013150857A (ja) * 2005-05-13 2013-08-08 Cardiocore Lab Inc 心電図波形の解析を高速に行う方法と装置
JP2014094239A (ja) * 2012-11-12 2014-05-22 Nippon Koden Corp 生体情報表示装置および生体情報表示方法
JP2016506779A (ja) * 2013-12-20 2016-03-07 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． Ｅｃｇデータにおけるｑｒｓ群の発生を決定する装置及び方法

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US6223078B1 (en) 1999-03-12 2001-04-24 Cardiac Pacemakers, Inc. Discrimination of supraventricular tachycardia and ventricular tachycardia events
US6449503B1 (en) 1999-07-14 2002-09-10 Cardiac Pacemakers, Inc. Classification of supraventricular and ventricular cardiac rhythms using cross channel timing algorithm
US7572231B2 (en) * 2000-01-31 2009-08-11 Pearlman Justin D Method of and system for signal separation during multivariate physiological monitoring
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US6602201B1 (en) * 2000-07-10 2003-08-05 Cardiodynamics International Corporation Apparatus and method for determining cardiac output in a living subject
US6684100B1 (en) 2000-10-31 2004-01-27 Cardiac Pacemakers, Inc. Curvature based method for selecting features from an electrophysiologic signals for purpose of complex identification and classification
US6978177B1 (en) 2000-11-14 2005-12-20 Cardiac Pacemakers, Inc. Method and apparatus for using atrial discrimination algorithms to determine optimal pacing therapy and therapy timing
US6708058B2 (en) * 2001-04-30 2004-03-16 Cardiac Pacemakers, Inc. Normal cardiac rhythm template generation system and method
US6909916B2 (en) 2001-12-20 2005-06-21 Cardiac Pacemakers, Inc. Cardiac rhythm management system with arrhythmia classification and electrode selection
US7184818B2 (en) * 2002-03-25 2007-02-27 Cardiac Pacemakers, Inc. Method and system for characterizing a representative cardiac beat using multiple templates
US6889079B2 (en) * 2002-04-12 2005-05-03 Cardiac Pacemakers, Inc. Method and system for characterizing supraventricular rhythm during cardiac pacing
US6950702B2 (en) 2002-07-15 2005-09-27 Cardiac Pacemakers, Inc. Use of curvature based features for beat detection
US7085599B2 (en) * 2002-10-23 2006-08-01 Cardiac Pacemakers, Inc. Characterization of supraventricular rhythm using collected cardiac beats
US7031764B2 (en) 2002-11-08 2006-04-18 Cardiac Pacemakers, Inc. Cardiac rhythm management systems and methods using multiple morphology templates for discriminating between rhythms
US7006856B2 (en) 2003-01-10 2006-02-28 Nellcor Puritan Bennett Incorporated Signal quality metrics design for qualifying data for a physiological monitor
US7477932B2 (en) 2003-05-28 2009-01-13 Cardiac Pacemakers, Inc. Cardiac waveform template creation, maintenance and use
US7792571B2 (en) 2003-06-27 2010-09-07 Cardiac Pacemakers, Inc. Tachyarrhythmia detection and discrimination based on curvature parameters
US7532924B2 (en) * 2003-09-22 2009-05-12 Cardiac Pacemakers, Inc. Cardiac rhythm management system with exercise test interface
US7319900B2 (en) 2003-12-11 2008-01-15 Cardiac Pacemakers, Inc. Cardiac response classification using multiple classification windows
US20060247693A1 (en) * 2005-04-28 2006-11-02 Yanting Dong Non-captured intrinsic discrimination in cardiac pacing response classification
US8521284B2 (en) 2003-12-12 2013-08-27 Cardiac Pacemakers, Inc. Cardiac response classification using multisite sensing and pacing
US7774064B2 (en) 2003-12-12 2010-08-10 Cardiac Pacemakers, Inc. Cardiac response classification using retriggerable classification windows
US7184815B2 (en) * 2004-02-26 2007-02-27 Cardiac Pacemakers, Inc. System and method for selection of morphology templates
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US7277747B2 (en) 2004-11-23 2007-10-02 Cardiac Pacemakers, Inc. Arrhythmia memory for tachyarrhythmia discrimination
US7894893B2 (en) 2004-09-30 2011-02-22 Cardiac Pacemakers, Inc. Arrhythmia classification and therapy selection
US7228173B2 (en) 2004-11-23 2007-06-05 Cardiac Pacemakers, Inc. Cardiac tachyarrhythmia therapy selection based on patient response information
US7734347B2 (en) * 2004-12-15 2010-06-08 Cardiac Pacemakers, Inc. Cardiac pacing response classification based on waveform feature variability
US7930029B2 (en) * 2004-12-15 2011-04-19 Cardiac Pacemakers, Inc. Template initialization for evoked response detection
US7908006B2 (en) * 2004-12-15 2011-03-15 Cardiac Pacemakers, Inc. Cardiac pacing response classification using an adaptable classification interval
US7587240B2 (en) * 2004-12-15 2009-09-08 Cardiac Pacemakers, Inc. Atrial capture verification
US8229561B2 (en) * 2004-12-15 2012-07-24 Cardiac Pacemakers, Inc. Atrial retrograde management
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US7392086B2 (en) 2005-04-26 2008-06-24 Cardiac Pacemakers, Inc. Implantable cardiac device and method for reduced phrenic nerve stimulation
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US7499751B2 (en) * 2005-04-28 2009-03-03 Cardiac Pacemakers, Inc. Cardiac signal template generation using waveform clustering
US7457666B2 (en) * 2005-05-25 2008-11-25 Cardiac Pacemakers, Inc. Retrograde atrial sensing for identifying sub-threshold atrial pacing
US9314210B2 (en) 2005-06-13 2016-04-19 Cardiac Pacemakers, Inc. Method and apparatus for rate-dependent morphology-based cardiac arrhythmia classification
US7908001B2 (en) * 2005-08-23 2011-03-15 Cardiac Pacemakers, Inc. Automatic multi-level therapy based on morphologic organization of an arrhythmia
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US8532762B2 (en) 2005-12-20 2013-09-10 Cardiac Pacemakers, Inc. Discriminating polymorphic and monomorphic cardiac rhythms using template generation
US7653431B2 (en) * 2005-12-20 2010-01-26 Cardiac Pacemakers, Inc. Arrhythmia discrimination based on determination of rate dependency
US7738950B2 (en) * 2006-09-13 2010-06-15 Cardiac Pacemakers, Inc. Method and apparatus for identifying potentially misclassified arrhythmic episodes
US8209013B2 (en) 2006-09-14 2012-06-26 Cardiac Pacemakers, Inc. Therapeutic electrical stimulation that avoids undesirable activation
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US9943244B2 (en) * 2007-09-14 2018-04-17 Angel Medical Systems, Inc. Waveform feature value averaging system and methods for the detection of cardiac events
JP5276119B2 (ja) 2008-02-14 2013-08-28 カーディアック ペースメイカーズ， インコーポレイテッド 横隔刺激検出のための方法および装置
US7783342B2 (en) * 2008-04-21 2010-08-24 International Business Machines Corporation System and method for inferring disease similarity by shape matching of ECG time series
US8452405B2 (en) * 2009-05-05 2013-05-28 Cardiac Pacemakers, Inc. Methods and systems for mitigating the occurrence of arrhythmia during atrial pacing
US8483808B2 (en) 2009-09-25 2013-07-09 Yanting Dong Methods and systems for characterizing cardiac signal morphology using K-fit analysis
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US9320445B2 (en) * 2011-05-17 2016-04-26 Siemens Medical Solutions Usa, Inc. System for cardiac condition detection responsive to blood pressure analysis
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CN105050493B (zh) * 2013-12-20 2016-08-17 皇家飞利浦有限公司 用于确定ecg数据中的qrs复合波的出现的装置和方法
WO2016034203A1 (de) 2014-09-01 2016-03-10 Schiller Ag Verfahren und vorrichtung zur automatischen klassifikation von herzschlägen, computerprogrammprodukt und ekg-gerät zur durchführung des verfahrens
US11103145B1 (en) 2017-06-14 2021-08-31 Vivaquant Llc Physiological signal monitoring and apparatus therefor
CN108322357B (zh) * 2017-12-14 2021-11-02 中国北方车辆研究所 一种车辆can网络通信节点的心跳检测方法
US11931142B1 (en) 2019-03-19 2024-03-19 VIVAQUANT, Inc Apneic/hypopneic assessment via physiological signals
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CN113384277B (zh) 2020-02-26 2022-09-20 京东方科技集团股份有限公司 心电数据的分类方法及分类系统
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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
LT4756B (lt) 2000-01-11 2001-01-25 Kauno Medicinos Universiteto Psichofiziologijos Ir Reabilitacijos Institutas Sinusinio ir ektopinių širdies ritmų išskyrimo būdas
JP2013150857A (ja) * 2005-05-13 2013-08-08 Cardiocore Lab Inc 心電図波形の解析を高速に行う方法と装置
JP2010516430A (ja) * 2007-03-13 2010-05-20 カーディアック ペースメイカーズ， インコーポレイテッド 形態識別に使用される心臓信号の特徴を強調するシステムおよび方法
JP2014094239A (ja) * 2012-11-12 2014-05-22 Nippon Koden Corp 生体情報表示装置および生体情報表示方法
JP2016506779A (ja) * 2013-12-20 2016-03-07 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． Ｅｃｇデータにおけるｑｒｓ群の発生を決定する装置及び方法
US10058260B2 (en) 2013-12-20 2018-08-28 Koninklijke Philips N.V. Apparatus and method for determining the occurrance of a QRS complex in ECG data
US10285613B2 (en) 2013-12-20 2019-05-14 Koninklijke Philips N.V. Apparatus and method for determining the occurrence of a QRS complex in ECG data

Also Published As

Publication number Publication date
EP0776631A1 (en) 1997-06-04
EP0776631B1 (en) 2003-07-23
US5817027A (en) 1998-10-06
DE69629164D1 (de) 2003-08-28
DE69629164T2 (de) 2004-05-13

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