PL3641628T3 - System i sposób klasyfikacji ektopowych uderzeń serca - Google Patents

System i sposób klasyfikacji ektopowych uderzeń serca

Info

Publication number
PL3641628T3
PL3641628T3 PL18737169T PL18737169T PL3641628T3 PL 3641628 T3 PL3641628 T3 PL 3641628T3 PL 18737169 T PL18737169 T PL 18737169T PL 18737169 T PL18737169 T PL 18737169T PL 3641628 T3 PL3641628 T3 PL 3641628T3
Authority
PL
Poland
Prior art keywords
classifying
cardiac beats
ectopic cardiac
ectopic
beats
Prior art date
Application number
PL18737169T
Other languages
English (en)
Polish (pl)
Inventor
Xavier Ibanez Catala
Silvia Ortin Gonzalez
Miguel CORNELLES SORIANO
Claudio Rubén MIRASSO SANTOS
Original Assignee
Smart Solutions Technologies, S.L.
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 Technologies, S.L. filed Critical Smart Solutions Technologies, S.L.
Publication of PL3641628T3 publication Critical patent/PL3641628T3/pl

Links

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—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
    • A61B5/02—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]
    • A61B5/333—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
    • A61B5/35—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
    • A61B5/361—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
    • 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 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

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)
PL18737169T 2017-06-22 2018-06-21 System i sposób klasyfikacji ektopowych uderzeń serca PL3641628T3 (pl)

Applications Claiming Priority (4)

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
EP18737169.5A EP3641628B1 (en) 2017-06-22 2018-06-21 System and method for classifying ectopic cardiac beats
PCT/EP2018/066611 WO2018234468A1 (en) 2017-06-22 2018-06-21 SYSTEMS AND METHODS FOR CLASSIFYING CARDIAC BEATS HAVING ARRHYTHMIA

Publications (1)

Publication Number Publication Date
PL3641628T3 true PL3641628T3 (pl) 2022-04-04

Family

ID=64691219

Family Applications (1)

Application Number Title Priority Date Filing Date
PL18737169T PL3641628T3 (pl) 2017-06-22 2018-06-21 System i sposób klasyfikacji ektopowych uderzeń serca

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
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
IL271649B (en) 2022-05-01

Similar Documents

Publication Publication Date Title
PL3641628T3 (pl) System i sposób klasyfikacji ektopowych uderzeń serca
SG11202108057QA (en) Electrocardiogram processing system for delineation and classification
GB2567826B (en) System and method for assessing physiological state
ZA201903935B (en) Method and system for crop yield estimation
GB2601710B (en) Patient monitoring system
HUE068331T2 (hu) Elektrokardiogramm (EKG) hitelesítési eljárás és berendezés
PL3558116T3 (pl) System i sposób ciągłego monitorowania poziomu glukozy
EP3166482A4 (en) System and method for distinguishing a cardiac event from noise in an electrocardiogram (ecg) signal
PL3537977T3 (pl) Sposób i układ do tworzenia modelu ludzkiego serca i przedsionków
GB2558694B (en) Monitoring system and monitoring method
EP3157417A4 (en) System and method for improved cardiac rhythm classification from time between heart beat intervals using non-linear dynamics
GB201718238D0 (en) Method and system for determining the disease status of a subject
SG11201703817TA (en) Systems and methods for performing electrocardiograms
TWI559897B (en) System and method for measuring physiological parameters
SG10201407018YA (en) System and method for processing heartbeat information
IL252690A0 (en) Method and system for improving physiological response
GB2547533B (en) System and method for heart rate monitoring of an object
GB2567648B (en) Electrocardiogram apparatus and method
GB201818090D0 (en) Monitoring system and monitoring method
GB201706561D0 (en) Systems and methods for treating cardiac arrhythmia
GB201714925D0 (en) Monitoring method and system
GB201609207D0 (en) Method and system for predicting heart tissue activation
GB201613033D0 (en) Optogenetic system and method
IL256910A (en) Structural health monitoring system
GB201707910D0 (en) Patient monitoring system