3 papers
q-bio.OT2025
Isotropy and Geometry of Pretrained Protein LMs
Sheikh Azizul Hakim, Kowshic Roy, M Saifur Rahman
Large pretrained language models have transformed natural language processing, and their adaptation to protein sequences -- viewed as strings of amino acid characters -- has advanc…
cs.CV2023
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition
Md. Zarif Ul Alam, Md Saiful Islam, Ehsan Hoque +1
Parkinson's disease (PD) is a neuro-degenerative disorder that affects movement, speech, and coordination. Timely diagnosis and treatment can improve the quality of life for PD pat…
eess.IV2023
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.…