Morphological classification of heartbeats using similarity features and a two-phase decision tree

Computers in Cardiology

Volumn 35, Issue , 2008, Pages 849-852

  Chiarugi, F ^a   Emmanouilidou, D ^a,b   Tsamardinos, I ^a,b   Tollis, I G ^a,b  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b UNIVERSITY OF CRETE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOLOGY; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; MEDICAL COMPUTING;

CLINICAL INFORMATIONS; ECG RECORDINGS; ECG SIGNALS; NEGATIVE PREDICTIVE VALUES; POSITIVE PREDICTIVE VALUES; QRS DETECTORS;

DECISION TREES;

EID: 62249184495     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIC.2008.4749175     Document Type: Conference Paper

References (3)

1. MIT-BIH Arrhythmia Database, http://www.physionet.org/physiobank/ database/mitdb/.
2. de Chazal P, O'Dwyer M, Reilly RB. Automatic classification of heartbeats using ECG morphology and heartbeat interval features. IEEE Trans Biomed Eng. 2004; 51: 1196-1206.
3. Chiarugi F, Sakkalis V, Emmanouilidou D, Krontiris T, Varanini M, Tollis IG. Adaptive Threshold QRS Detector with Best Channel Selection Based on a Noise Rating System. Computers in Cardiology 2007;34: 157-160.