News
Paper accepted in Computers in Human Behavior 2026: Impact of Social Media Use in Static and Dynamic Functional Network Connectivity of Social Anxiety Disorder.
Received Outstanding Researcher Award (Research Funding Category) from Yonsei Institute for Digital Health (YIDH).
Two papers accepted at CVPR 2026: ReDirector and VPS.
Paper accepted in ICLR 2026: Stochastic Optimal Control for Continuous-Time fMRI Representation Learning.
New project funded — Yonsei Institute for AI and Social Innovation: Toward Safe Large Language Models — Mental Health Protection via Safety Metrics and Monitoring Frameworks. ₩35M (~$23K). (Co-Principal Investigator)
Paper accepted in Journal of Clinical Medicine 2025: Identifying Neurobehavioral Biomarkers of Anxiety and Treatment Response Using Virtual Reality, EEG, MRI, and Related Multimodal Measures.
Paper accepted in European Radiology 2025: Predicting Molecular Types of Adult-Type Diffuse Gliomas Based on MRI Reports with Large Language Models.
Paper accepted in Frontiers in Digital Health 2025: Simulated Virtual Reality Experiences for Predicting Early Treatment Response in Panic Disorder.
Paper accepted in J Healthcare Informatics Research 2025: Susceptibility of Large Language Models to User-Driven Factors in Medical Queries.
Paper accepted in Journal of Anxiety Disorders 2025: Clinician Guidance in Digital Therapeutics for Panic Disorder: Meta-Analytic Dissection and Implications for Regulatory Framing and Scalable Deployment.
Paper accepted in BMC Psychiatry 2025: Evaluating Motivational Interview Quality Using Large Language Models and Hidden Markov Models.
New project funded — Ministry of Health and Welfare of Korea: Brain Aid on Your Smartphone (BAYS). ₩1,210M (~$1.5M). (Collaborator)
Paper accepted in Frontiers in Psychiatry 2025: Aligning Large Language Models for Cognitive Behavioral Therapy: A Proof-of-Concept Study.
Three papers accepted at ICCV 2025: CapeLLM, VideoRFSplat, and SteerX.
New grant awarded — KDCA: Cohort-based Neuroimage AI Training Dataset Construction for Cognitive Aging Study. ₩900M (~$650K).
New grant awarded — NRF of Korea: Multi-task Multi-modal Brain Signal-based Young Adult ADHD Screening and Cognitive Function Assessment AI Algorithm Development. ₩678.75M (~$500K).
Paper accepted in Journal of Affective Disorders 2025: Neural Dynamics of Social Anxiety During and After Anxiety-Provoking and Relaxation-Inducing: A Task and Resting-State fMRI Study.
Paper accepted in Clinical Psychopharmacology and Neuroscience 2025: Integrating Heart Rate Variability Improves Machine Learning-Based Prediction of Panic Disorder Symptom Severity.
Paper accepted in Psychiatry Investigation 2025: Machine Learning Prediction of Attachment Type From Bio-Psychological Factors in Patients With Depression.
Paper accepted in JMIR Formative Research 2024: Aligning Large Language Models for Enhancing Psychiatric Interviews through Symptom Delineation and Summarization: Pilot Study.
New project funded — NRF of Korea: Korea-UK Global Joint Research Centre for Dementia. ₩2,250M (~$1.5M). (Collaborator)
Paper accepted in BJPsych 2025: Promises and Pitfalls of Large Language Models in Psychiatric Diagnosis and Knowledge Tasks.
Paper accepted in Stroke 2024: On-Device Deep Learning to Detect Carotid Stenosis With Smartphones: Development and Validation.
New grant awarded — NIA of Korea: Hyperscale AI Ecosystem Expansion Initiative — Medical Knowledge Data Corpus. ₩30M (~$22.5K). (Co-Principal Investigator)
Paper accepted in NAACL 2024 Clinical NLP Workshop: ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification.
NAIPL (Neuroimaging & AI for Psychiatry Lab) is officially launched at Yonsei University College of Medicine.