1 citations · 2 across the 4 of their papers we have counts for
5 papers
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…
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…
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…
Investigating Speed Deviation Patterns During Glucose Episodes: A Quantile Regression Approach
Aparna Joshi, Jennifer Merickel, Cyrus V. Desouza +3
Given the growing prevalence of diabetes, there has been significant interest in determining how diabetes affects instrumental daily functions, like driving. Complication of glucos…
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification
Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy +3
The current paper implements a methodology for automatically detecting vehicle maneuvers from vehicle telemetry data under naturalistic driving settings. Previous approaches have t…