| 2025 | Identifying Neurobehavioral Biomarkers of Anxiety and Treatment Response Using Virtual Reality, Electroencephalography, Magnetic Resonance Imaging, and Related Multimodal Assessments: A Longitudinal Study Protocol
| JOURNAL OF CLINICAL MEDICINE |
| 2025 | Predicting molecular types of adult-type diffuse gliomas based on MRI reports with large language models | EUROPEAN RADIOLOGY |
| 2025 | Susceptibility of Large Language Models to User-Driven Factors in Medical Queries | JOURNAL OF HEALTHCARE INFORMATICS RESEARCH |
| 2025 | Simulated virtual reality experiences for predicting early treatment response in panic disorder
| FRONTIERS IN DIGITAL HEALTH |
| 2025 | Evaluating motivational interview quality using large language models and hidden Markov models
| BMC PSYCHIATRY |
| 2025 | Clinician guidance in digital therapeutics for panic disorder: Meta-analytic dissection and implications for regulatory framing and scalable deployment
| JOURNAL OF ANXIETY DISORDERS |
| 2025 | Aligning large language models for cognitive behavioral therapy: a proof-of-concept study
| FRONTIERS IN PSYCHIATRY |
| 2025 | Integrating Heart Rate Variability Improves Machine Learning-based Prediction of Panic Disorder Symptom Severity
| CLINICAL PSYCHOPHARMACOLOGY AND NEUROSCIENCE |
| 2025 | Neural dynamics of social anxiety during and after anxiety-provoking and relaxation-inducing: A task and resting-state fMRI study | JOURNAL OF AFFECTIVE DISORDERS |
| 2025 | Machine Learning Prediction of Attachment Type From Bio-Psychological Factors in Patients With Depression
| PSYCHIATRY INVESTIGATION |
| 2025 | Promises and pitfalls of large language models in psychiatric diagnosis and knowledge tasks | BRITISH JOURNAL OF PSYCHIATRY |
| 2024 | On-Device Deep Learning to Detect Carotid Stenosis With Smartphones: Development and Validation | STROKE |
| 2024 | Aligning Large Language Models for Enhancing Psychiatric Interviews Through Symptom Delineation and Summarization: Pilot Study | JMIR Formative Research |
| 2024 | Learning Dynamic Brain Connectome with Graph Transformers for Psychiatric Diagnosis Classification | IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024 |
| 2023 | Antidepressant-induced mania in panic disorder: a single-case study of clinical and functional connectivity characteristics
| FRONTIERS IN PSYCHIATRY |
| 2023 | Feasibility of the virtual reality-based assessments in patients with panic disorder
| FRONTIERS IN PSYCHIATRY |
| 2022 | Validation of MRI-Based Models to Predict MGMT Promoter Methylation in Gliomas: BraTS 2021 Radiogenomics Challenge
| CANCERS |
| 2022 | Alteration of resting-state functional connectivity network properties in patients with social anxiety disorder after virtual reality-based self-training
| FRONTIERS IN PSYCHIATRY |
| 2022 | Predicting social anxiety in young adults with machine learning of resting-state brain functional radiomic features
| SCIENTIFIC REPORTS |
| 2021 | Deep graph neural network-based prediction of acute suicidal ideation in young adults
| SCIENTIFIC REPORTS |
| 2016 | 조현병 환자에서 자기상에 대한 양가감정의 특성
| Korean Journal of Schizophrenia Research (대한조현병학회지) |
