Negative emotion detection using the heart rate recovery and time for twelve-beats heart rate decay after exercise stress test

Chun Han Yang, Jue Long Wang, Ko Long Lin, Yau-Hwang Kuo, Kuo-Sheng Cheng

研究成果: Conference contribution

5 引文 斯高帕斯(Scopus)

摘要

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.

原文English
主出版物標題2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010
DOIs
出版狀態Published - 2010 十二月 1
事件2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010 - Barcelona, Spain
持續時間: 2010 七月 182010 七月 23

出版系列

名字Proceedings of the International Joint Conference on Neural Networks

Other

Other2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010
國家/地區Spain
城市Barcelona
期間10-07-1810-07-23

All Science Journal Classification (ASJC) codes

  • 軟體
  • 人工智慧

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