3 papers
cs.CV2024
Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis
Md Saiful Islam, Tariq Adnan, Jan Freyberg +8
Limited accessibility to neurological care leads to underdiagnosed Parkinson's Disease (PD), preventing early intervention. Existing AI-based PD detection methods primarily focus o…
cs.LG2023
Using AI to Measure Parkinson's Disease Severity at Home
Md Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader +6
We present an artificial intelligence system to remotely assess the motor performance of individuals with Parkinson's disease (PD). Participants performed a motor task (i.e., tappi…
cs.HC2020
Facial expressions can detect Parkinson's disease: preliminary evidence from videos collected online
Mohammad Rafayet Ali, Taylor Myers, Ellen Wagner +3
One of the symptoms of Parkinson's disease (PD) is hypomimia or reduced facial expressions. In this paper, we present a digital biomarker for PD that utilizes the study of micro-ex…