极性疗法对慢性焦虑患者生理信号的短期影响

Comas Joaquim, Decky Aspandi, M. Ballester, Francesc Carreas, Lluís Ballester, Xavier Binefa
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引用次数: 1

摘要

对补充疗法日益增加的兴趣促使人们分析其对人体生理的客观影响。极性疗法(PT)是补充医学的一个分支,与能量场疗法有关。虽然以前的临床工作已经提供了对患者影响的证据,但本工作首次分析了这种治疗的短期系统调查。收集25例连续门诊慢性焦虑症患者PT前后的心电图、皮肤电反应(GSR)、血容量脉冲(BVP)、体温等生理信号。还包括使用最先进的基于深度学习的自动效价和唤醒估计模型对面部表情进行分析。使用记录的样本,我们继续计算心率变异性(HRV)分析在时间,频率和非线性域,这证明了自主神经系统的评估。采用基于小波的技术对心电信号进行精细分析。最近被描述为与电磁心室活动相关的T波下的面积也被计算出来。一份心理问卷评估了治疗前后的临床治疗效果。结果显示,30分钟的治疗对血压和心率降低有积极影响,直接证据表明交感神经活动下调和副交感神经活动上调,t波和BVP呈负相关,这表明心脏一致性得到改善,面部表情的变化与主观幸福感相关。生理变量、面部表情和自我幸福感评估的结合,显示了观察到的生理数据变化和主观感受之间的平行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Short-term Impact of Polarity Therapy on Physiological Signals in Chronic Anxiety Patients
Increasing interest in complementary therapies prompts analysis of the objective impact on human physiology. Polarity Therapy (PT) is a branch of complementary medicine that relates to energy field therapies. Although previous clinical work has provided evidence of the impact on patients, the present work analyzes, for the first time, a short-term systematic investigation of such therapy. Several physiological signals were collected from 25 consecutive chronic anxiety patients seen in an outpatient clinic before and after PT, which included electrocardiographic analysis (ECG), galvanic skin response (GSR), blood volume pulse (BVP), and temperature. Also included was the analysis of facial expressions using state of the art deep learning-based models for automatic valence and arousal estimations. Using the recorded samples, we proceeded to calculate heart rate variability (HRV) analysis in a temporal, frequency and non-linear domain, which proves assessment of the autonomous nervous system. Fine analysis of the ECG was developed using wavelet-based techniques. The area under the T wave, recently described to correlate with electromagnetic ventricular activity, was also calculated. A psychological questionnaire assessed the clinical therapeutic impact before and after the session. Results revealed a positive impact of 30-minute therapy on blood pressure and heart rate reduction, direct evidence of down-regulation of sympathetic activity and up-regulation of parasympathetic activity, an inverse correlation of T-wave and BVP, which suggests improved cardiac coherence, and changes in facial expression which correlated with subjective perceptions of wellbeing. The combination of physiological variables, facial expression and self-assessment of wellbeing before and after a PT session revealed parallelism between the observed changes in physiological data and subjective feelings.
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