生物反馈治疗偏头痛的综合分析

Nasmin Jiwani, Ketan Gupta, Md. Haris Uddin Sharif, N. Adhikari, Neda Afreen
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引用次数: 0

摘要

如今,偏头痛对几乎每个人来说都是一个普遍的问题。偏头痛发作可能是由压力大的工作、父母遗传给孩子的影响、生活方式的改变、不寻常的饮食习惯、天气变化、过量的咖啡因摄入、过度使用药物以及日常生活的压力和紧张引起的。为了证明所提出的工作,采用标准偏头痛数据集来显示这些过程在现实中是如何有用的。为了学习,Kostecki-Dillon从UCI机器学习存储库获得了数据集,其中包括133名参与者的9个属性的4152条记录,在治疗计划中记录的头痛报告与Tammy Kostecki-Dillon关于偏头痛处理的记录分开。根据大量的实验研究,生物反馈疗法对偏头痛非常有益。肌肉不适由生物反馈装置记录下来,然后将这些水平显示给患者。肌肉保持充分放松,因为病人学会了将精确的紧张程度与肌肉的感觉联系起来。本研究的重点是目前偏头痛治疗方法的范围,以及生物反馈如何抵消对抗疗法药物的负面副作用。这项工作还侧重于一般人群根据性别、年龄和其他特征的生物反馈过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comprehensive Analysis of Biofeedback Treatment in Migraine
These days, migraines are a prevalent issue for almost everyone. A migraine strike can be brought on by a stressful job, the effects of genetics on children from parents, changes in lifestyle, unusual dietary habits, weather changes, excessive caffeine consumption, overuse of medication, and the stress and tension of day to day life. To demonstrate the proposed work, a standard migraine dataset is taken to show how these processes are helpful in real. In order to learn, data set Kostecki-Dillon obtained from the UCI machine learning repository, which includes 4152 records on 133 participants for 9 attributes, headaches reports set down in a therapy program were separated from Tammy Kostecki-records Dillon’s on migraine handling. According to numerous experimental research, biofeedback therapy is quite beneficial for migraine headaches. Muscle discomfort is recorded by biofeedback devices, which then display those levels to the patient. Muscles are kept adequately relaxed because the patient learns to connect precise levels of tension with sensations from the muscles. This study focuses on the range of current migraine treatment methods as well as how biofeedback works to counteract the negative side effects of allopathic drugs. This work also focused on biofeedback processes for the general population depending on gender, age, and other characteristics.
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