IL271649B - System and methods for classifying arrhythmia-related heartbeats - Google Patents

System and methods for classifying arrhythmia-related heartbeats

Info

Publication number
IL271649B
IL271649B IL271649A IL27164919A IL271649B IL 271649 B IL271649 B IL 271649B IL 271649 A IL271649 A IL 271649A IL 27164919 A IL27164919 A IL 27164919A IL 271649 B IL271649 B IL 271649B
Authority
IL
Israel
Prior art keywords
cataloging
heart rhythm
rhythm disturbances
palpitations
palpitations associated
Prior art date
Application number
IL271649A
Other languages
English (en)
Hebrew (he)
Other versions
IL271649A (en
Inventor
Ibanez Catala Xavier
ORTIN GONZALEZ Silvia
Cornelles Soriano Miguel
Ruben MIRASSO SANTOS Claudio
Original Assignee
Smart Solutions Tech S L
Ibanez Catala Xavier
ORTIN GONZALEZ Silvia
Cornelles Soriano Miguel
Ruben MIRASSO SANTOS Claudio
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 Smart Solutions Tech S L, Ibanez Catala Xavier, ORTIN GONZALEZ Silvia, Cornelles Soriano Miguel, Ruben MIRASSO SANTOS Claudio filed Critical Smart Solutions Tech S L
Publication of IL271649A publication Critical patent/IL271649A/en
Publication of IL271649B publication Critical patent/IL271649B/en

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—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
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A61B5/0006—ECG or EEG signals
    • 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
    • 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]
    • A61B5/333—Recording apparatus specially adapted therefor
    • 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
    • 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
    • A61B5/361—Detecting fibrillation
    • 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
    • A61B5/363—Detecting tachycardia or bradycardia
    • 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
    • A61B5/364—Detecting abnormal ECG interval, e.g. extrasystoles, ectopic heartbeats
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Cardiology (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Veterinary Medicine (AREA)
  • Animal Behavior & Ethology (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Physiology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Fuzzy Systems (AREA)
  • Psychiatry (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
IL271649A 2017-06-22 2019-12-22 System and methods for classifying arrhythmia-related heartbeats IL271649B (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
ES201730826 2017-06-22
US15/638,263 US10383539B2 (en) 2017-06-22 2017-06-29 System and methods for classifying arrhythmia-related heartbeats
PCT/EP2018/066611 WO2018234468A1 (en) 2017-06-22 2018-06-21 SYSTEMS AND METHODS FOR CLASSIFYING CARDIAC BEATS HAVING ARRHYTHMIA

Publications (2)

Publication Number Publication Date
IL271649A IL271649A (en) 2020-02-27
IL271649B true IL271649B (en) 2022-05-01

Family

ID=64691219

Family Applications (1)

Application Number Title Priority Date Filing Date
IL271649A IL271649B (en) 2017-06-22 2019-12-22 System and methods for classifying arrhythmia-related heartbeats

Country Status (9)

Country Link
US (1) US10383539B2 (https=)
EP (1) EP3641628B1 (https=)
JP (1) JP7119012B2 (https=)
CN (1) CN111031900B (https=)
AU (1) AU2018287078A1 (https=)
ES (1) ES2908664T3 (https=)
IL (1) IL271649B (https=)
PL (1) PL3641628T3 (https=)
WO (1) WO2018234468A1 (https=)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101674793B (zh) * 2007-05-24 2013-10-02 花王株式会社 吸收性物品的正面片材、其制造方法以及吸收性物品
CN110520048A (zh) * 2017-03-28 2019-11-29 国立大学法人九州工业大学 情绪估计装置
ES3062889T3 (en) * 2019-09-18 2026-04-14 Tempus Ai Inc Ecg based future atrial fibrillation predictor systems and methods
CN113796871B (zh) * 2020-05-29 2024-06-14 上海微创电生理医疗科技股份有限公司 信号处理方法、装置、计算机设备、存储介质及标测系统
US20220068483A1 (en) * 2020-09-01 2022-03-03 Biosense Webster (Israel) Ltd. Arrhythmia classification for cardiac mapping
CN112686091B (zh) * 2020-11-23 2024-02-23 南京信息工程大学 基于深度神经网络的两步骤心律失常分类方法
WO2023032178A1 (en) * 2021-09-03 2023-03-09 Nec Corporation Determination device, determination method, and storage medium
EP4422499A1 (en) * 2021-10-28 2024-09-04 Boston Scientific Cardiac Diagnostics, Inc. Electrocardiogram wave segmentation using machine learning
JP2024132583A (ja) * 2023-03-17 2024-10-01 キヤノンメディカルシステムズ株式会社 医用画像診断装置、医用画像診断方法、およびプログラム

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL155955A0 (en) * 2003-05-15 2003-12-23 Widemed Ltd Adaptive prediction of changes of physiological/pathological states using processing of biomedical signal
US8262582B2 (en) * 2008-08-22 2012-09-11 Valtion Teknillinen Tutkimuskeskus Extraction of heart inter beat interval from multichannel measurements
WO2011048592A1 (en) * 2009-10-20 2011-04-28 Widemed Ltd. Method and system for detecting cardiac arrhythmia
US20110105928A1 (en) * 2009-11-05 2011-05-05 Newcardio, Inc. ECG Reconstruction For Atrial Activity Monitoring And Detection
US9808196B2 (en) 2010-11-17 2017-11-07 Smart Solutions Technologies, S.L. Sensors
US9254095B2 (en) * 2012-11-08 2016-02-09 Alivecor Electrocardiogram signal detection
JP6215341B2 (ja) * 2012-11-29 2017-10-18 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 不整脈を識別するための方法及びシステム
US9468386B2 (en) * 2014-03-11 2016-10-18 Ecole polytechnique fédérale de Lausanne (EPFL) Method for detecting abnormalities in an electrocardiogram
WO2016077786A1 (en) * 2014-11-14 2016-05-19 Zoll Medical Corporation Medical premonitory event estimation
US9549681B2 (en) * 2014-11-18 2017-01-24 Siemens Medical Solutions Usa, Inc. Matrix-based patient signal analysis

Also Published As

Publication number Publication date
CN111031900B (zh) 2021-11-09
US20180368723A1 (en) 2018-12-27
PL3641628T3 (pl) 2022-04-04
EP3641628B1 (en) 2021-12-15
EP3641628A1 (en) 2020-04-29
WO2018234468A1 (en) 2018-12-27
US10383539B2 (en) 2019-08-20
JP2020528295A (ja) 2020-09-24
IL271649A (en) 2020-02-27
ES2908664T3 (es) 2022-05-03
AU2018287078A1 (en) 2020-02-13
JP7119012B2 (ja) 2022-08-16
CN111031900A (zh) 2020-04-17

Similar Documents

Publication Publication Date Title
IL271649B (en) System and methods for classifying arrhythmia-related heartbeats
IL259879B (en) Atrial fibrillation detection system and methods of use
HUE058019T2 (hu) Eszközök és rendszerek szívbillentyû dokkolásához
HUE046144T2 (hu) Rendszer és eljárás a több másodlagos cella aktiválására és deaktiválására
EP3313276A4 (en) HEART RATE VARIABILITY WITH SLEEP DETECTION
PL3537977T3 (pl) Sposób i układ do tworzenia modelu ludzkiego serca i przedsionków
SG10202101989XA (en) A patient interface, system and method
PL2948102T3 (pl) Zastawka do krótkoterminowej wymiany w celu przejęcia działania i/lub czasowego albo częściowego wspomagania naturalnej zastawki serca
EP3586732A4 (en) DEVICE FOR MONITORING THE HEARTHYTHM
GB201612874D0 (en) A battery charging system and method
HUE050820T2 (hu) Moduláris energiatároló eljárás és rendszer
HUE039921T2 (hu) Energia-megtakarítási célt szolgáló egyensúlyi szerkezet, valamint eljárás a hasznosítására
IT201700078552A1 (it) Elettrocardiografo portatile
SE1650622A1 (sv) Battery fastening system and method
GB201508630D0 (en) A method and system for searching within a graph-based architecture
GB201615850D0 (en) Robots, methods,computer programs and computer-readable media
EP3733849A4 (en) IMPROVED PROMOTER AND USE THEREOF
SG10202103487UA (en) Techniques for heart muscle remodeling using a cardiac pacemaker and related systems and methods
GB2574354B (en) Charging system, charging method, and program
GB2592994B (en) A structure and method of construction of the structure
NO20141572A1 (no) En modifisert elektrolysecelle og en fremgangsmåte for modifisering av samme
GB2576276B (en) A wellhead arrangement and method
EP3585262C0 (en) EMERGENCY HEART AND ELECTROCARDIOGRAM LEAD PLACEMENT SYSTEM
GB201719115D0 (en) A monitoring method and system
EP3471842A4 (en) SYSTEM AND METHOD OF MUSCLE ACTIVATION ASSEMBLY