Objective assessment of menstrual pain scale from resting brain signals

Pei Chi Hu, Po Chih Kuo, Li Fen Chen, Yong Sheng Chen*

*此作品的通信作者

研究成果: Conference contribution同行評審

3 引文 斯高帕斯(Scopus)

摘要

Objective assessment of pain scale is essential to the understanding of its mechanism as well as the development of pain treatments. The purpose of this work is to develop an objective metrics for measuring endogenous pain scale by analyzing resting magnetoencephalographic data. The data used in this study were collected from fourteen PDM patients at the menstrual phase. Features were extracted by using spectral analysis, temporal complexity analysis and hemispheric asymmetric calculation. Eight features were selected and linear regression was adopted to predict the pain level. The averaged residual error was 0.21 with pain scales ranging from 0 to 10, suggesting that the proposed method could be a reliable indicator for the assessment of endogenous pain scale.

原文English
主出版物標題Digest of Technical Papers - IEEE International Conference on Consumer Electronics
發行者Institute of Electrical and Electronics Engineers Inc.
頁面167-168
頁數2
ISBN(電子)9781479938308
DOIs
出版狀態Published - 18 9月 2014
事件1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014 - Taipei, Taiwan
持續時間: 26 5月 201428 5月 2014

出版系列

名字Digest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN(列印)0747-668X

Conference

Conference1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014
國家/地區Taiwan
城市Taipei
期間26/05/1428/05/14

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