3 papers
cs.LG2026
A Neurosymbolic Approach for Explainable Early Diagnosis of Alzheimer's Disease
Ranveer Singh, Pranuthi Tenali, Saurabh Mathur +6
Identifying reliable Alzheimer's disease (AD) markers typically requires manual, labor-intensive transcription and expert analysis, limiting its scale. We introduce an automated pi…
cs.CV2026
Driving as a Diagnostic Tool: Scenario-based Cognitive Assessment in Older Drivers from Driving Video
Md Zahid Hasan, Guillermo Basulto-Elias, Jun Ha Chang +4
We introduce scenario-based cognitive status identification in older drivers from naturalistic driving videos, leveraging large vision models. In recent times, cognitive decline in…
cs.LG2025
Predicting Mild Cognitive Impairment Using Naturalistic Driving and Trip Destination Modeling
Souradeep Chattopadhyay, Guillermo Basulto-Elias, Jun Ha Chang +4
Understanding the relationship between mild cognitive impairment (MCI) and driving behavior is essential for enhancing road safety, particularly among older adults. This study intr…