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注意缺陷多动障碍(ADHD):将 MOXO-dCPT 与眼动追踪器相结合可提高诊断精度。

Attention-Deficit/Hyperactivity Disorder (ADHD): Integrating the MOXO-dCPT with an Eye Tracker Enhances Diagnostic Precision.

机构信息

Department of Industrial Engineering and Management, Ariel University, Ariel 40700, Israel.

Department of Psychology, Ariel University, Ariel 40700, Israel.

出版信息

Sensors (Basel). 2020 Nov 9;20(21):6386. doi: 10.3390/s20216386.

Abstract

Clinical decision-making may be enhanced when combining psychophysiological sensors with computerized neuropsychological tests. The current study explored the utility of integrating an eye tracker with a commercially available continuous performance test (CPT), the MOXO-dCPT. As part of the study, the performance of adult attention-deficit/hyperactivity disorder (ADHD) patients and healthy controls ( = 43, = 42, respectively) was compared in the integrated system. More specifically, the MOXO-dCPT has four stages, which differ in their combinations of ecological visual and auditory dynamic distractors. By exploring the participants' performance in each of the stages, we were able to show that: (a) ADHD patients spend significantly more time gazing at irrelevant areas of interest (AOIs) compared to healthy controls; (b) visual distractors are particularly effective in impacting ADHD patients' eye movements, suggesting their enhanced utility in diagnostic procedures; (c) combining gaze direction data and conventional CPT indices enhances group prediction, compared to the sole use of conventional indices. Overall, the findings indicate the utility of eye tracker-integrated CPTs and their enhanced diagnostic precision. They also suggest that the use of attention-grabbing visual distractors may be a promising path for the evolution of existing CPTs by shortening their duration and enhancing diagnostic precision.

摘要

当将心理生理学传感器与计算机化神经心理学测试相结合时,临床决策可能会得到增强。本研究探讨了将眼动追踪器与市售的连续性能测试 (CPT),即 MOXO-dCPT 集成的实用性。作为研究的一部分,将成人注意力缺陷/多动障碍 (ADHD) 患者和健康对照组的表现 ( = 43, = 42,分别) 在集成系统中进行了比较。更具体地说,MOXO-dCPT 有四个阶段,它们在生态视觉和听觉动态干扰器的组合上有所不同。通过探索参与者在每个阶段的表现,我们能够表明:(a) ADHD 患者与健康对照组相比,注视不相关兴趣区域 (AOI) 的时间明显更长;(b) 视觉干扰物对 ADHD 患者的眼球运动特别有效,表明它们在诊断程序中具有更高的实用性;(c) 与仅使用传统指标相比,将注视方向数据和传统 CPT 指标结合使用可提高组间预测能力。总体而言,这些发现表明了眼动追踪器集成的 CPT 的实用性及其增强的诊断精度。它们还表明,通过缩短持续时间和提高诊断精度,使用引人注目的视觉干扰物可能是现有 CPT 发展的一个有前途的途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/495f/7664925/13e83172e4db/sensors-20-06386-g001.jpg

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