Poster Abstract: A Wearable Diagnostic Assessment System for Attention Deficit Hyperactivity Disorder

Xinlong Jiang, Yunbing Xing, Teng Zhang, Wuliang Huang, Chenlong Gao, Yiqiang Chen
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引用次数: 1

Abstract

Attention Deficit Hyperactivity Disorder (ADHD) is a mental disorder of the neurodevelopmental type. It is characterized by problems of paying attention, excessive activity, or difficulty controlling behavior which is not appropriate for a person’s age. Currently, as ADHD lacks of clear specificity, diagnosis of ADHD still mainly depends on doctors’ experiences and observation. Moreover, the monotonous environment of hospital may makes children feel nervous, which can lead to misdiagnosis. To cope with this problem, we design a contextualized and objective system to support auxiliary diagnosis of ADHD, which has eleven diagnostic scenarios designed according to the description of typical symptoms of ADHD in Diagnostic and Statistical Manual of Mental Disorders (DSM-V). During the testing, multi-source data are acquired, including physiological sensors’ data, motion sensors’ data and tasks related data. Now, Our system is still a primary prototype. In the next, we plan to deploy it in the hospital and collect more data, and research on the auxiliary diagnosis accuracy.
摘要:一种可穿戴的注意力缺陷多动障碍诊断评估系统
注意缺陷多动障碍(ADHD)是一种神经发育类型的精神障碍。它的特点是注意力不集中、过度活动或难以控制不适合一个人年龄的行为。目前,由于ADHD缺乏明确的特异性,ADHD的诊断仍然主要依靠医生的经验和观察。此外,医院单调的环境可能会使儿童感到紧张,从而导致误诊。针对这一问题,我们根据《精神障碍诊断与统计手册》(DSM-V)对ADHD典型症状的描述,设计了一个情境化、客观化的辅助诊断系统,共设计了11个诊断场景。在测试过程中,采集了多源数据,包括生理传感器数据、运动传感器数据和任务相关数据。现在,我们的系统仍然是一个初级原型。下一步,我们计划将其部署到医院,收集更多的数据,并研究辅助诊断的准确性。
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