虚拟现实
计算机科学
小学生
任务(项目管理)
瞳孔反应
人机交互
神经生理学
认知心理学
物理医学与康复
心理学
医学
神经科学
工程类
系统工程
作者
Xucheng Zhang,Zhirong Wan,Jing Zhao,Xinjin Li,Anfeng Liu,Xiangmin Fan,Wei Sun,Feng Tian,Dakuo Wang
标识
DOI:10.1109/jbhi.2025.3532695
摘要
Parkinson's Disease (PD) is one of the most critical neurodegenerative diseases, yet there is no cure for it, and the state-of-the-art treatment is to slow its progression. Thus, the earlier a patient with PD is recognized, the better he can be treated. Our project joins the research effort that aims to support early PD diagnosis by designing a Virtual Reality (VR)-based system to monitor pupil diameter patterns as new biomarkers (e.g., Pupil Light Reflex and Task-evoked Pupil Response) and provide early warning of potential PD onset. A follow-up experiment with 55 participants shows that the accuracy of recognizing early PD from healthy controls could reach 0.8942. Our study shows early results of a promising research direction that leverages VR-based technology to non-intrusively recognize patterns and provide alerts to early PD patients who would otherwise not know their symptoms until much later.
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