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Research Projects

As Principal Investigator or Lead Researcher, I have led five funded R&D projects across virtual systems, clinical diagnostics, robotic intervention, and cognitive capacity assessment.

LLM-Based Clinical Decision Support Tool for Alzheimer's Disease — system architecture

LLM-Based Clinical Decision Support Tool for Alzheimer's Disease

Multimodal reasoning integrating VR, MRI, and neuropsychological tests

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On-Device AI-Based Self-Guided Hemorrhage Management System — system diagram

On-Device AI-Based Self-Guided Hemorrhage Management System

Autonomous vascular-intervention robotics using ultrasound image data

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AI-Based Analysis of Social Interaction Abilities via Immersive Content — project roadmap

AI-Based Analysis of Social Interaction Abilities via Immersive Content

For individuals with developmental disabilities

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VR, EP, EEG, MRI Data Aggregation for Digital Dementia Biomarker — modality overview

VR, EP, EEG, MRI Data Aggregation for Digital Dementia Biomarker

A unified multimodal pipeline for early screening of Mild Cognitive Impairment

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Digital Biomarker for Early Diagnosis of Dementia in VR — VR virtual kiosk test session

Digital Biomarker for Early Diagnosis of Dementia in VR

The VR virtual-kiosk cognitive test and eye/hand-tracking system

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