Khondakar Ashik Shahriar

Uncertainty-aware personalized estimation of Parkinson’s disease severity from longitudinal speech

Parkinson’s disease (PD) is a progressive neurological disorder characterized by motor impairments whose severity is commonly assessed using the Unified Parkinson’s Disease Rating Scale (UPDRS). Although clinically established, UPDRS assessment is inherently subjective, requiring...