3 papers
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…
stat.ME2025
Driver Age and Its Effect on Key Driving Metrics: Insights from Dynamic Vehicle Data
Aparna Joshi, Kojo Adugyamfi, Jennifer Merickel +2
By 2030, the senior population aged 65 and older is expected to increase by over 50%, significantly raising the number of older drivers on the road. Drivers over 70 face higher cra…