Automatic SVM classification of sudden cardiac death and pump failure death from autonomic and repolarization ECG markers

Journal of Electrocardiology

Volumn 48, Issue 4, 2015, Pages 551-557

  Ramírez, Julia ^a,b   Monasterio, Violeta ^c   Mincholé, Ana ^c   Llamedo, Mariano ^a,b   Lenis, Gustavo ^d   Cygankiewicz, Iwona ^e   Bayés De Luna, Antonio ^f   Malik, Marek ^g   Martínez, Juan Pablo ^a,b   Laguna, Pablo ^a,b   Pueyo, Esther ^a,b  

^a BIOMATERIALES Y NANOMEDICINA CIBER BBN   (Spain)

^b UNIVERSITY OF ZARAGOZA   (Spain)

^c UNIVERSITY OF OXFORD   (United Kingdom)

^d KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

^e MEDICAL UNIVERSITY OF LODZ   (Poland)

^f HOSPITAL DE LA SANTA CREU I SANT PAU   (Spain)

^g IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

CHF; ECG; Heart rate turbulence; Pump failure death; SCD; Support vector machine; T wave alternans; Tpe RR dynamicity

Indexed keywords

ADULT; AGED; AN INDEX MEASURING HEART RATE TURBULENCE SLOPE; AN INDEX POSSIBLY RELATED TO DISPERSION OF REPOLARIZATION RESTITUTION; AN INDEX QUANTIFYING T WAVE ALTERNANS; ARTICLE; AUTONOMIC NERVOUS SYSTEM; CARDIOVASCULAR PARAMETERS; ELECTROCARDIOGRAM; FEMALE; HEART DEATH; HEART FAILURE; HEART LEFT VENTRICLE EJECTION FRACTION; HEART REPOLARIZATION; HOLTER MONITORING; HUMAN; MAJOR CLINICAL STUDY; MALE; NEW YORK HEART ASSOCIATION CLASS; PRIORITY JOURNAL; PROGNOSIS; PUMP FAILURE DEATH; SENSITIVITY AND SPECIFICITY; SINUS RHYTHM; SUDDEN CARDIAC DEATH; SUPPORT VECTOR MACHINE; SURVIVOR; VERY ELDERLY; ADOLESCENT; CLINICAL TRIAL; COMORBIDITY; COMPUTER ASSISTED DIAGNOSIS; DEATH, SUDDEN, CARDIAC; ELECTROCARDIOGRAPHY; INCIDENCE; MEDICAL ERROR; MIDDLE AGED; MORTALITY; MULTICENTER STUDY; PROCEDURES; REPRODUCIBILITY; RISK FACTOR; SPAIN; STATISTICS AND NUMERICAL DATA; SURVIVAL RATE; YOUNG ADULT;

ADOLESCENT; ADULT; AGED; AGED, 80 AND OVER; COMORBIDITY; DEATH, SUDDEN, CARDIAC; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; FEMALE; HEART FAILURE; HUMANS; INCIDENCE; MALE; MEDICAL ERRORS; MIDDLE AGED; REPRODUCIBILITY OF RESULTS; RISK FACTORS; SENSITIVITY AND SPECIFICITY; SPAIN; SUPPORT VECTOR MACHINE; SURVIVAL RATE; YOUNG ADULT;

EID: 84937730461     PISSN: 00220736     EISSN: 15328430     Source Type: Journal    
DOI: 10.1016/j.jelectrocard.2015.04.002     Document Type: Article

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