DoctorPupil: A Virtual Reality System for Parkinson's Diagnosis Through Task-Evoked Pupil Response
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.
Authors
- Xucheng Zhang (ORCID: https://orcid.org/0000-0001-8998-949X)
- Xiangmin Fan (ORCID: https://orcid.org/0000-0003-4223-2320)
- Feng Tian (ORCID: https://orcid.org/0000-0002-6598-419X)
- Dakuo Wang (ORCID: https://orcid.org/0000-0001-9371-9441)
- Jing Zhao (ORCID: https://orcid.org/0000-0003-0158-5330)
- Xinjin Li (ORCID: https://orcid.org/0000-0002-8406-4372)
- Zhirong Wan
- Yuxin Liu (ORCID: https://orcid.org/0000-0002-8632-2910)
- Wei Sun (ORCID: https://orcid.org/0000-0003-2706-7814)
Institutions
- Northeastern University (US)
- Cambridge Scientific (United States) (US)
- Aerospace Center Hospital (CN)
- iQIYI (China) (CN)
- Institute of Software (CN)
Publication Details
- Journal
- IEEE Journal of Biomedical and Health Informatics
- Published
- 2025-01-22
- DOI
- https://doi.org/10.1109/jbhi.2025.3532695
- Citations
- 2
- Primary Topic
- Stroke Rehabilitation and Recovery
- Type
- article
- Field-Weighted Citation Impact
- 2.05
Funders
- National Natural Science Foundation of China
- National Science and Technology Major Project