Remote health monitoring of heart failure with data mining via CART method on HRV features

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 3 PART 2, 2011, Pages 800-804

  Pecchia, Leandro ^a   Melillo, Paolo ^a   Bracale, Marcello ^a  

^a UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Classification and regression tree (CART); data mining (DM); heart failure (HF); heart rate variability (HRV); home monitoring (HM)

Indexed keywords

CLASSIFICATION AND REGRESSION TREE; CLINICAL TRIAL; COMPUTER TECHNOLOGY; DISEASE MANAGEMENT; EARLY DETECTION; HEALTH MONITORING; HEART FAILURE; HEART FAILURE (HF); HEART RATE VARIABILITY (HRV); HOME MONITORING; HOME MONITORING (HM); PUBLIC DATABASE; REPRODUCIBILITIES;

CARDIOLOGY; DATA MINING; HEART; REGRESSION ANALYSIS; TELEMEDICINE;

TREES (MATHEMATICS);

ARTICLE; CARDIAC PATIENT; CLASSIFICATION AND REGRESSION TREE METHOD; CLIENT SERVER APPLICATION; CLINICAL EVALUATION; COMPARATIVE STUDY; CONTROLLED STUDY; DATA MINING; DIAGNOSTIC ACCURACY; DISEASE CLASSIFICATION; DISEASE COURSE; DISEASE SEVERITY; EARLY DIAGNOSIS; ELECTRONIC MEDICAL RECORD; HEART FAILURE; HEART RATE VARIABILITY; HOME MONITORING; HUMAN; INTERACTIVE VOICE RESPONSE SYSTEM; MEDICAL INFORMATICS; PATIENT CODING; PATIENT MONITORING; QRS COMPLEX; TELEMEDICINE;

DATA MINING; ELECTROCARDIOGRAPHY; HEART FAILURE; HEART RATE; HOME CARE SERVICES; HUMANS; MONITORING, PHYSIOLOGIC; REGRESSION ANALYSIS; REPRODUCIBILITY OF RESULTS; ROC CURVE;

EID: 79952010476     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2092776     Document Type: Article

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