DE69629164T2 - Gerät zur Herzfrequenzklassifizierung, abgeleitet aus der EKG-Wellenform - Google Patents
Gerät zur Herzfrequenzklassifizierung, abgeleitet aus der EKG-Wellenform Download PDFInfo
- Publication number
- DE69629164T2 DE69629164T2 DE69629164T DE69629164T DE69629164T2 DE 69629164 T2 DE69629164 T2 DE 69629164T2 DE 69629164 T DE69629164 T DE 69629164T DE 69629164 T DE69629164 T DE 69629164T DE 69629164 T2 DE69629164 T2 DE 69629164T2
- Authority
- DE
- Germany
- Prior art keywords
- heartbeat
- model
- block
- classification
- medical device
- 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.)
- Expired - Fee Related
Links
- 230000015654 memory Effects 0.000 claims description 12
- 238000012935 Averaging Methods 0.000 claims description 8
- 206010042602 Supraventricular extrasystoles Diseases 0.000 claims description 4
- 238000003745 diagnosis Methods 0.000 claims description 4
- 230000002861 ventricular Effects 0.000 claims 1
- 238000012795 verification Methods 0.000 claims 1
- 238000005259 measurement Methods 0.000 description 25
- 230000000694 effects Effects 0.000 description 19
- 238000012360 testing method Methods 0.000 description 19
- 238000000034 method Methods 0.000 description 17
- 230000006870 function Effects 0.000 description 16
- 238000001514 detection method Methods 0.000 description 14
- 238000010586 diagram Methods 0.000 description 10
- 206010047289 Ventricular extrasystoles Diseases 0.000 description 5
- 230000006399 behavior Effects 0.000 description 5
- 230000003247 decreasing effect Effects 0.000 description 4
- 238000000718 qrs complex Methods 0.000 description 4
- 206010015856 Extrasystoles Diseases 0.000 description 3
- 238000007796 conventional method Methods 0.000 description 3
- 238000001914 filtration Methods 0.000 description 3
- 238000009532 heart rate measurement Methods 0.000 description 2
- 230000001154 acute effect Effects 0.000 description 1
- 206010003119 arrhythmia Diseases 0.000 description 1
- 208000029078 coronary artery disease Diseases 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 1
- 210000003608 fece Anatomy 0.000 description 1
- 238000009499 grossing Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 238000013508 migration Methods 0.000 description 1
- 230000005012 migration Effects 0.000 description 1
- 230000033764 rhythmic process Effects 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 229920006395 saturated elastomer Polymers 0.000 description 1
- 230000035939 shock Effects 0.000 description 1
- 230000002123 temporal effect Effects 0.000 description 1
- 230000003936 working memory Effects 0.000 description 1
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)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US56476895A | 1995-11-29 | 1995-11-29 | |
| US564768 | 1995-11-29 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| DE69629164D1 DE69629164D1 (de) | 2003-08-28 |
| DE69629164T2 true DE69629164T2 (de) | 2004-05-13 |
Family
ID=24255804
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| DE69629164T Expired - Fee Related DE69629164T2 (de) | 1995-11-29 | 1996-11-21 | Gerät zur Herzfrequenzklassifizierung, abgeleitet aus der EKG-Wellenform |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US5817027A (enExample) |
| EP (1) | EP0776631B1 (enExample) |
| JP (1) | JPH09173310A (enExample) |
| DE (1) | DE69629164T2 (enExample) |
Families Citing this family (94)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5794624A (en) * | 1997-01-31 | 1998-08-18 | Hewlett-Packard Company | Method and system for the fast determination of EKG waveform morphology |
| US6308095B1 (en) | 1999-02-12 | 2001-10-23 | Cardiac Pacemakers, Inc. | System and method for arrhythmia discrimination |
| US6312388B1 (en) | 1999-03-12 | 2001-11-06 | Cardiac Pacemakers, Inc. | Method and system for verifying the integrity of normal sinus rhythm templates |
| 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 |
| LT4756B (lt) | 2000-01-11 | 2001-01-25 | Kauno Medicinos Universiteto Psichofiziologijos Ir Reabilitacijos Institutas | Sinusinio ir ektopinių širdies ritmų išskyrimo būdas |
| US7572231B2 (en) * | 2000-01-31 | 2009-08-11 | Pearlman Justin D | Method of and system for signal separation during multivariate physiological monitoring |
| WO2001054578A1 (en) * | 2000-01-31 | 2001-08-02 | Pearlman Justin D | Multivariate cardiac monitor |
| US6400986B1 (en) | 2000-04-10 | 2002-06-04 | Cardiac Pacemakers, Inc. | Adaptive anti-tachycardia therapy apparatus and method |
| US7149576B1 (en) | 2000-07-10 | 2006-12-12 | Cardiodynamics International Corporation | Apparatus and method for defibrillation of a living subject |
| 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 |
| EP1591435A3 (en) * | 2004-03-26 | 2007-11-28 | Kabushiki Kaisha Ueno Seiyaku Oyo Kenkyujo | Method for preparing 2,6-Naphtalene dicarboxyclic acid |
| 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 |
| US7430446B2 (en) | 2005-01-20 | 2008-09-30 | Cardiac Pacemakers, Inc. | Methods and apparatuses for cardiac arrhythmia classification using morphology stability |
| US7818056B2 (en) | 2005-03-24 | 2010-10-19 | Cardiac Pacemakers, Inc. | Blending cardiac rhythm detection processes |
| US7392086B2 (en) | 2005-04-26 | 2008-06-24 | Cardiac Pacemakers, Inc. | Implantable cardiac device and method for reduced phrenic nerve stimulation |
| US7574260B2 (en) * | 2005-04-28 | 2009-08-11 | Cardiac Pacemakers, Inc. | Adaptive windowing for cardiac waveform discrimination |
| US7499751B2 (en) * | 2005-04-28 | 2009-03-03 | Cardiac Pacemakers, Inc. | Cardiac signal template generation using waveform clustering |
| US8543193B2 (en) * | 2005-05-13 | 2013-09-24 | Cardiocore Lab., Inc. | Method and apparatus for rapid interpretive analysis of electrocardiographic waveforms |
| 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 |
| WO2007032732A1 (en) | 2005-09-12 | 2007-03-22 | Gambro Lundia Ab | Detection of drastic blood pressure changes |
| 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 |
| US8290590B2 (en) | 2006-11-17 | 2012-10-16 | Cardiac Pacemakers, Inc. | Dynamic morphology based atrial automatic threshold |
| US7801610B2 (en) * | 2006-11-17 | 2010-09-21 | Cardiac Pacemakers, Inc. | Methods and systems for management of atrial retrograde conduction and pacemaker mediated tachyarrhythmia |
| US20080228093A1 (en) * | 2007-03-13 | 2008-09-18 | Yanting Dong | Systems and methods for enhancing cardiac signal features used in morphology discrimination |
| US9037239B2 (en) | 2007-08-07 | 2015-05-19 | Cardiac Pacemakers, Inc. | Method and apparatus to perform electrode combination selection |
| US8265736B2 (en) | 2007-08-07 | 2012-09-11 | Cardiac Pacemakers, Inc. | Method and apparatus to perform electrode combination selection |
| 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 |
| US8632465B1 (en) | 2009-11-03 | 2014-01-21 | Vivaquant Llc | Physiological signal denoising |
| US9408549B2 (en) | 2009-11-03 | 2016-08-09 | Vivaquant Llc | Detecting fiducial points in physiological signals |
| US9492096B2 (en) | 2009-11-03 | 2016-11-15 | Vivaquant Llc | ECG sensing apparatuses, systems and methods |
| US8433395B1 (en) | 2009-11-03 | 2013-04-30 | Vivaquant Llc | Extraction of cardiac signal data |
| US9414786B1 (en) | 2009-11-03 | 2016-08-16 | Vivaquant Llc | ECG sensing with noise filtering |
| US9339202B2 (en) | 2009-11-03 | 2016-05-17 | Vivaquant Llc | System for processing physiological data |
| US8478389B1 (en) | 2010-04-23 | 2013-07-02 | VivaQuant, LLC | System for processing physiological data |
| US8543195B1 (en) | 2009-11-03 | 2013-09-24 | VivaQuant, LLC | ECG sensing with noise filtering |
| US9072438B2 (en) | 2009-11-03 | 2015-07-07 | Vivaquant Llc | Method and apparatus for identifying cardiac risk |
| US9314181B2 (en) | 2009-11-03 | 2016-04-19 | Vivaquant Llc | Method and apparatus for detection of heartbeat characteristics |
| US9008762B2 (en) | 2009-11-03 | 2015-04-14 | Vivaquant Llc | Method and apparatus for identifying cardiac risk |
| US9706956B2 (en) | 2009-11-03 | 2017-07-18 | Vivaquant Llc | Method and apparatus for assessing cardiac and/or mental health |
| US8688202B2 (en) | 2009-11-03 | 2014-04-01 | Vivaquant Llc | Method and apparatus for identifying cardiac risk |
| EP2519145B1 (en) | 2009-12-28 | 2019-05-15 | Gambro Lundia AB | Monitoring a property of the cardiovascular system of a subject |
| US20110270102A1 (en) | 2010-04-28 | 2011-11-03 | Medtronic, Inc. | Method and apparatus for detecting and discriminating tachycardia |
| US9414758B1 (en) | 2011-01-12 | 2016-08-16 | Vivaquant Llc | Apparatus, system and methods for sensing and processing physiological signals |
| US8588895B2 (en) | 2011-04-22 | 2013-11-19 | Cameron Health, Inc. | Robust rate calculation in an implantable cardiac stimulus or monitoring device |
| US9320445B2 (en) * | 2011-05-17 | 2016-04-26 | Siemens Medical Solutions Usa, Inc. | System for cardiac condition detection responsive to blood pressure analysis |
| US9050014B2 (en) | 2011-12-14 | 2015-06-09 | Siemens Medical Solutions Usa, Inc. | System for cardiac arrhythmia detection and characterization |
| JP6033644B2 (ja) * | 2012-11-12 | 2016-11-30 | 日本光電工業株式会社 | 生体情報表示装置および生体情報表示方法 |
| WO2015091894A1 (en) * | 2013-12-20 | 2015-06-25 | Koninklijke Philips N.V. | Apparatus and method for determining the occurrence of a qrs complex in ecg data |
| 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 |
| CN111723622B (zh) * | 2019-03-22 | 2024-04-26 | 安徽华米信息科技有限公司 | 心拍分类方法、装置、可穿戴设备及存储介质 |
| US11253162B2 (en) * | 2019-06-11 | 2022-02-22 | GE Precision Healthcare LLC | Method and system for heart rate estimation |
| US12109033B1 (en) | 2019-08-02 | 2024-10-08 | Vivaquant, Inc. | Methods and apparatuses for monitoring ECG |
| CN110688414B (zh) | 2019-09-29 | 2022-07-22 | 京东方科技集团股份有限公司 | 时序数据的处理方法、装置和计算机可读存储介质 |
| 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 |
| CN113876335B (zh) * | 2020-06-17 | 2023-05-02 | 深圳邦健生物医疗设备股份有限公司 | 心电图心搏分类方法、装置、电子设备和介质 |
Family Cites Families (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB1443705A (en) * | 1972-12-15 | 1976-07-21 | Int Research & Dev Co Ltd | Rock drills |
| CH595825A5 (enExample) * | 1975-06-04 | 1978-02-28 | Heuer Leonidas Sa | |
| US4259966A (en) * | 1979-08-22 | 1981-04-07 | American Optical Corporation | Heart rate analyzer |
| US4364397A (en) * | 1980-01-23 | 1982-12-21 | Medtronic, Inc. | Apparatus for monitoring the rhythm of a patient's heartbeat |
| US4336810A (en) * | 1980-09-30 | 1982-06-29 | Del Mar Avionics | Method and apparatus for arrhythmia analysis of ECG recordings |
| US4404974A (en) * | 1981-08-07 | 1983-09-20 | Possis Medical, Inc. | Method and apparatus for monitoring and displaying heart rate and blood pressure product information |
| US4420000A (en) * | 1981-09-28 | 1983-12-13 | Camino Laboratories, Inc. | Method and apparatus for measuring heartbeat rate |
| US4519395A (en) * | 1982-12-15 | 1985-05-28 | Hrushesky William J M | Medical instrument for noninvasive measurement of cardiovascular characteristics |
| US4630204A (en) * | 1984-02-21 | 1986-12-16 | Mortara Instrument Inc. | High resolution ECG waveform processor |
| US4589420A (en) * | 1984-07-13 | 1986-05-20 | Spacelabs Inc. | Method and apparatus for ECG rhythm analysis |
| US4742458A (en) * | 1985-10-29 | 1988-05-03 | Software Plus, Inc. | Method and apparatus for performing pattern recognition analysis |
| US5271411A (en) * | 1990-09-21 | 1993-12-21 | Colin Electronics Co., Ltd. | Method and apparatus for ECG signal analysis and cardiac arrhythmia detection |
| US5284152A (en) * | 1992-02-28 | 1994-02-08 | Hewlett-Packard Company | Method for displaying superimposed heartbeat waveforms |
| US5456261A (en) * | 1993-12-16 | 1995-10-10 | Marquette Electronics, Inc. | Cardiac monitoring and diagnostic system |
-
1996
- 1996-11-20 JP JP8308932A patent/JPH09173310A/ja active Pending
- 1996-11-21 DE DE69629164T patent/DE69629164T2/de not_active Expired - Fee Related
- 1996-11-21 EP EP96308433A patent/EP0776631B1/en not_active Expired - Lifetime
-
1997
- 1997-08-27 US US08/919,876 patent/US5817027A/en not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| EP0776631A1 (en) | 1997-06-04 |
| EP0776631B1 (en) | 2003-07-23 |
| US5817027A (en) | 1998-10-06 |
| JPH09173310A (ja) | 1997-07-08 |
| DE69629164D1 (de) | 2003-08-28 |
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