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控制组和抑郁障碍患者的视觉运动活动评估精神工作负荷。

Assessment of Mental Workload by Visual Motor Activity among Control Group and Patient Suffering from Depressive Disorder.

机构信息

Department of Computer Science and Engineering, St. Joseph's College of Engineering, Chennai 600119, India.

Department of Clinical Biochemistry, Sher-i-Kashmir Institute of Medical Sciences, Soura, Srinagar, J&K, India.

出版信息

Comput Intell Neurosci. 2022 Mar 31;2022:8555489. doi: 10.1155/2022/8555489. eCollection 2022.

Abstract

Major depressive disorder (MDD) is a mood state that is not usually associated with vision problems. Recent research has found that the inhibitory neurotransmitter GABA levels in the occipital brain have dropped. . The aim of the research is to evaluate mental workload by single channel electroencephalogram (EEG) approach through visual-motor activity and comparison of parameter among depressive disorder patient and in control group. . Two tests of a visual-motor task similar to reflect drawings were performed in this study to compare the visual information processing of patients with depression to that of a placebo group. The current study looks into the accuracy of monitoring cognitive burden with single-channel portable EEG equipment. . The alteration of frontal brain movement in reaction to fluctuations in cognitive burden stages generated through various vasomotor function was examined. By applying a computerised oculomotor activity analogous to reflector image diagram, we found that the complexity of the path to be drawn was more important than the real time required accomplishing the job in determining perceived difficulty in depressive disorder patients. The overall perceived difficulty of the exercise is positively linked with EEG activity measured from the motor cortex region at the start of every experiment test. The average rating for task completion for depression patients and in control group observed and no statistical significance association reported between rating scale and time spent on each trial (=1.43) for control group while the normalised perceived difficulty rating had 0.512, 0.623, and 0.821 correlations with the length of the pathway, the integer of inclination in the pathway, and the time spent to complete every experiment test, respectively ( < 0.0001) among depression patients. The findings imply that alterations in comparative cognitive burden levels during an oculomotor activity considerably modify frontal EEG spectrum. . Patients with depression perceived the optical illusion in the arrays as weaker, resulting in a little bigger disparity than individuals who were not diagnosed with depression. This discovery provided light on the prospect of adopting a user-friendly mobile EEG technology to assess mental workload in everyday life.

摘要

重度抑郁症(MDD)通常与视力问题无关,但最近的研究发现,枕叶大脑中的抑制性神经递质 GABA 水平下降。研究目的是通过视觉运动活动评估精神工作负荷,并通过抑郁障碍患者与对照组之间的参数比较来评估精神工作负荷。在这项研究中,进行了两项类似于反射绘图的视觉运动任务测试,以比较抑郁症患者与安慰剂组的视觉信息处理。本研究旨在探讨使用单通道便携式 EEG 设备监测认知负担的准确性。研究检查了由于各种血管运动功能引起的认知负担阶段波动反应中额叶大脑运动的变化。通过应用类似于反射镜图像的计算机化眼动活动,我们发现,在确定抑郁障碍患者感知难度方面,绘制路径的复杂性比完成工作所需的实时时间更为重要。每次实验测试开始时从运动皮层区域测量的 EEG 活动与整体感知难度呈正相关。观察到抑郁障碍患者和对照组的任务完成平均评分,并且在对照组中报告评分量表与每次试验所花费的时间之间没有统计学意义的关联(=1.43),而正常感知难度评分与路径长度、路径倾斜整数和每次试验完成所花费的时间分别具有 0.512、0.623 和 0.821 的相关性(<0.0001)。研究结果表明,在眼动活动期间比较认知负担水平的变化会极大地改变额叶 EEG 频谱。抑郁障碍患者感知到数组中的光学错觉较弱,导致与未被诊断为抑郁障碍的人相比,差异稍大。这一发现为采用用户友好型移动 EEG 技术评估日常生活中的精神工作负荷提供了思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4c88/8989570/2092f0491b7c/CIN2022-8555489.001.jpg

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