Arrhythmia discrimination in implantable cardioverter defibrillators using support vector machines applied to a new representation of electrograms

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 6, 2011, Pages 1797-1803

  Milpied, Paola ^a,b   Dubois, Rémi ^b   Roussel, Pierre ^b   Henry, Christine ^a   Dreyfus, Gérard ^b  

^a Sorin CRM   (France)

^b PSL RESEARCH UNIVERSITY   (France)

Author keywords

Arrhythmias; electrogram (EGM) morphology; implantable cardioverter defibrillators (ICDs); inappropriate therapy; spatial projection of tachycardia (SPOT); support vector machines (SVMs)

Indexed keywords

ARRHYTHMIAS; ELECTROGRAM (EGM) MORPHOLOGY; IMPLANTABLE CARDIOVERTER DEFIBRILLATORS; INAPPROPRIATE THERAPY; SPATIAL PROJECTION OF TACHYCARDIA (SPOT);

ALGORITHMS; DEFIBRILLATORS;

SUPPORT VECTOR MACHINES;

ALGORITHM; ARTICLE; DEFIBRILLATOR; ELECTROGRAPHY; HEART ARRHYTHMIA; SENSITIVITY AND SPECIFICITY; TACHYCARDIA;

ADULT; AGED; ALGORITHMS; ARTIFICIAL INTELLIGENCE; DEFIBRILLATORS, IMPLANTABLE; ELECTROPHYSIOLOGIC TECHNIQUES, CARDIAC; FEMALE; HUMANS; MALE; MIDDLE AGED; SIGNAL PROCESSING, COMPUTER-ASSISTED; TACHYCARDIA;

EID: 79956341694     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2011.2117424     Document Type: Article

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