92 citations · 100 across the 7 of their papers we have counts for
7 papers
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…
Hi5: Synthetic Data for Inclusive, Robust, Hand Pose Estimation
Masum Hasan, Cengiz Ozel, Nina Long +5
Hand pose estimation plays a vital role in capturing subtle nonverbal cues essential for understanding human affect. However, collecting diverse, expressive real-world data remains…
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…
Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework
Tariq Adnan, Md Saiful Islam, Wasifur Rahman +6
We present an efficient and accessible PD screening method by leveraging AI-driven models enabled by the largest video dataset of facial expressions from 1,059 unique participants.…
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models
Md Kamrul Hasan, Md Saiful Islam, Sangwu Lee +4
Pre-trained large language models have recently achieved ground-breaking performance in a wide variety of language understanding tasks. However, the same model can not be applied t…
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…
Detecting Parkinson's Disease From an Online Speech-task
Wasifur Rahman, Sangwu Lee, Md. Saiful Islam +9
In this paper, we envision a web-based framework that can help anyone, anywhere around the world record a short speech task, and analyze the recorded data to screen for Parkinson's…