3 papers
cs.LG2026
Calibrated Alzheimer's Conversion Risk in Mild Cognitive Impairment: Persistent Homology of Clinical Trajectories with Conformal Guarantees
Navin Bondade
Background. Predicting conversion from mild cognitive impairment (MCI) to Alzheimer's disease (AD) is central to trial enrichment and care planning, yet existing models provide no…
q-bio.NC2026
Selective Impairment of Motor Recovery from Typing Errors in Parkinson's Disease: A Survival Analysis
Navin Bondade
Parkinson's disease (PD) affects multiple, dissociable stages of motor and cognitive control. We ask whether passively-collected keystroke dynamics can distinguish two of these sta…
cs.LG2026
Inverse Reinforcement Learning for Interpretable Keystroke Biomarkers in Parkinson's Disease
Navin Bondade
Keystroke dynamics offer a passive window into motor function, but existing work extracts aggregate typing statistics and trains classifiers for PD/control discrimination, foregoin…