TY - GEN
T1 - Negative emotion detection using the heart rate recovery and time for twelve-beats heart rate decay after exercise stress test
AU - Yang, Chun Han
AU - Wang, Jue Long
AU - Lin, Ko Long
AU - Kuo, Yau Hwang
AU - Cheng, Kuo Sheng
PY - 2010
Y1 - 2010
N2 - Negative emotions may affect the quality of life and the function of the cardiovascular system. The purpose of this study is to detect negative emotion symptoms using the heart rate recovery and decay time constant. Twenty seven subjects were recruited for this study with informed consent and Institutional review board approval. The subjects were divided into the negative emotion group and normal group based on tests of Hamilton's Depression and Anxiety Scales. During the experiment, the electrocardiograms (ECGs) for all subjects were continuously recorded, and the related RR intervals were measured for later analysis. Nine subjects having the HAM-D ≥ 10 or HAM-A ≥ 18 are defined and collected to be the negative emotion group. From the experimental results, the heart rate recovery of 1 min (HRR1min), 2 min (HRR 2min), and 3min (HRR3min), chronotropic response, and the time of twelve-beats heart rate decay (T12beat) after maximal exercise test are statistically significantly different between the groups of normal and negative emotion symptoms. It is demonstrated that the heart rate recovery and time of twelve-beats heart rate decay are the useful and objective index for negative emotions detection.
AB - Negative emotions may affect the quality of life and the function of the cardiovascular system. The purpose of this study is to detect negative emotion symptoms using the heart rate recovery and decay time constant. Twenty seven subjects were recruited for this study with informed consent and Institutional review board approval. The subjects were divided into the negative emotion group and normal group based on tests of Hamilton's Depression and Anxiety Scales. During the experiment, the electrocardiograms (ECGs) for all subjects were continuously recorded, and the related RR intervals were measured for later analysis. Nine subjects having the HAM-D ≥ 10 or HAM-A ≥ 18 are defined and collected to be the negative emotion group. From the experimental results, the heart rate recovery of 1 min (HRR1min), 2 min (HRR 2min), and 3min (HRR3min), chronotropic response, and the time of twelve-beats heart rate decay (T12beat) after maximal exercise test are statistically significantly different between the groups of normal and negative emotion symptoms. It is demonstrated that the heart rate recovery and time of twelve-beats heart rate decay are the useful and objective index for negative emotions detection.
UR - http://www.scopus.com/inward/record.url?scp=79959435953&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79959435953&partnerID=8YFLogxK
U2 - 10.1109/IJCNN.2010.5596613
DO - 10.1109/IJCNN.2010.5596613
M3 - Conference contribution
AN - SCOPUS:79959435953
SN - 9781424469178
T3 - Proceedings of the International Joint Conference on Neural Networks
BT - 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010
Y2 - 18 July 2010 through 23 July 2010
ER -