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LLM-Based Clinical Decision Support Tool for Alzheimer's Disease
Multimodal reasoning integrating VR, MRI, and neuropsychological tests
Extends the VR-based digital biomarker framework below into an LLM-driven explainable AI (XAI) layer, fusing VR, MRI, and neuropsychological-test data and generating clinician-facing explanations — a reasoning pattern for trustworthy AI-assisted decisions that generalizes well beyond dementia screening.
My role
Independently secured this competitive national grant as sole PI during doctoral study; designing the end-to-end XAI framework that interprets VR digital biomarkers for clinicians.
Outcome
Ongoing — extending toward a multimodal reasoning clinical decision-support tool integrating MRI and neuropsychological test data.