Projects

Active

Ongoing Projects

PI May 2025 – Present

Cohort-based Neuroimage AI Training Dataset Construction for Cognitive Aging Study

Korea Disease Control and Prevention Agency (KDCA) ₩900M (~$650K)
PI Apr 2025 – Present

Multi-task Multi-modal Brain Signal Continuous Measurement-based Young Adult ADHD Screening and Cognitive Function Assessment AI Algorithm Development

National Research Foundation (NRF) of Korea ₩678.75M (~$500K)
Co-PI Jan 2026 – Present

Toward Safe Large Language Models: Mental Health Protection via Safety Metrics and Monitoring Frameworks

Yonsei Institute for AI and Social Innovation ₩35M (~$23K)
Collaborator Aug 2025 – Present

Brain Aid on Your Smartphone (BAYS): Development of a Healthy Aging Service Using a Brain Age & Cognitive Reserve-Based Foundation Model and a Digital Therapeutics Platform

Ministry of Health and Welfare of Korea ₩1,210M (~$1.5M)
Past

Completed Projects

Collaborator Oct 2024 – Dec 2025

Korea-UK Global Joint Research Centre for Dementia: Integration of Multi-cohort Multi-modal Big Data and Preclinical Validation Platforms

National Research Foundation (NRF) of Korea ₩2,250M (~$1.5M)
PI Jul 2022 – Jun 2025

Representation Learning of Brain Connectivity with Graph Neural Networks for Investigation of Biomarkers in Schizophrenia

National Research Foundation (NRF) of Korea ₩210M (~$165K)
PI Jul 2024 – Jun 2025

Multi-faceted Psychiatric Patient Utterance Simulation for Evaluation of Generative AI-based Psychiatric Assessment Conversational Agents

Institute for Innovation in Digital Healthcare (IIDH), Yonsei University Health System ₩10M (~$7.5K)
Co-PI Jul 2024 – Dec 2024

Hyperscale AI Ecosystem Expansion Initiative — Medical Knowledge Data Corpus

National Information Society Agency (NIA) of Korea ₩30M (~$22.5K)