92 citations · 93 across the 6 of their papers we have counts for
6 papers
Benchmarking Video Foundation Models for Remote Parkinson's Disease Screening
Md Saiful Islam, Ekram Hossain, Abdelrahman Abdelkader +11
Video-based assessments offer a scalable pathway for remote Parkinson's disease (PD) screening. While traditional approaches rely on handcrafted features mimicking clinical scales,…
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…
A Novel Fusion Architecture for PD Detection Using Semi-Supervised Speech Embeddings
Tariq Adnan, Abdelrahman Abdelkader, Zipei Liu +4
We present a framework to recognize Parkinson's disease (PD) through an English pangram utterance speech collected using a web application from diverse recording settings and envir…
PARK: Parkinson's Analysis with Remote Kinetic-tasks
Md Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader +2
We present a web-based framework to screen for Parkinson's disease (PD) by allowing users to perform neurological tests in their homes. Our web framework guides the users to comple…
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…
Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos
Wasifur Rahman, Masum Hasan, Md Saiful Islam +6
In this paper, we investigated whether we can 1) detect participants with ataxia-specific gait characteristics (risk-prediction), and 2) assess severity of ataxia from gait (severi…