TY - GEN
T1 - Analysis of slope based heart rate asymmetry using poincaré plots
AU - Karmakar, Chandan
AU - Khandoker, Ahsan
AU - Palaniswami, Marimuthu
PY - 2012
Y1 - 2012
N2 - Heart rate asymmetry (HRA) is considered as a physiological phenomenon seen in heart rates of healthy subjects. In this article, we propose a novel heart rate asymmetry index and assess the discriminative power of proposed index in comparison with conventional heart rate asymmetry indices. As an illustrative example we discriminate patients suffering from congestive heart failure (CHF) from a healthy (normal sinus rhythm (NSR) group using HRA of beat-to-beat time series. We evaluate the discriminative power of individual features (p<0.01 is considered statistically significant) and area under Receiver Operating Characteristic (ROC) curve. These comparisons show that proposed HRA index is superior feature to conventional HRA index for differentiating NSR from CHF subjects.
AB - Heart rate asymmetry (HRA) is considered as a physiological phenomenon seen in heart rates of healthy subjects. In this article, we propose a novel heart rate asymmetry index and assess the discriminative power of proposed index in comparison with conventional heart rate asymmetry indices. As an illustrative example we discriminate patients suffering from congestive heart failure (CHF) from a healthy (normal sinus rhythm (NSR) group using HRA of beat-to-beat time series. We evaluate the discriminative power of individual features (p<0.01 is considered statistically significant) and area under Receiver Operating Characteristic (ROC) curve. These comparisons show that proposed HRA index is superior feature to conventional HRA index for differentiating NSR from CHF subjects.
UR - http://www.scopus.com/inward/record.url?scp=84875667916&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84875667916
SN - 9781467320740
T3 - Computing in Cardiology
SP - 949
EP - 952
BT - Computing in Cardiology 2012, CinC 2012
T2 - 39th Computing in Cardiology Conference, CinC 2012
Y2 - 9 September 2012 through 12 September 2012
ER -