Neuroimaging and Artificial Intelligence for Psychiatry Lab

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2025

  1. Suh, P. S. et al., Kim, B. -H., Park, Y. W. (2025) Predicting molecular types of adult-type diffuse gliomas based on MRI reports with large language models. European Radiology
  2. Oh, H. et al., Kim, B. -H. et al., Kim, J.* (2025) Identifying Neurobehavioral Biomarkers of Anxiety and Treatment Response Using Virtual Reality, Electroencephalography, Magnetic Resonance Imaging, and Related Multimodal Measures. Journal of Clinical Medicine
  3. Cho, I., Kim, B. -H. et al., Kim, J., Han, E. (2025) Clinician Guidance in Digital Therapeutics for Panic Disorder: Meta-Analytic Dissection and Implications for Regulatory Framing and Scalable Deployment. Journal of Anxiety Disorders
  4. Kim, B. -H. et al. (2025) Simulated virtual reality experiences for predicting early treatment response in panic disorder. Frontiers in Digital Health
  5. Lim, K., Jung, Y. -C., Kim, B. -H.* (2025) Evaluating motivational interview quality using large language models and hidden Markov models. BMC Psychiatry
  6. Kim, Y. et al., Sohn, J., Kim, B. -H. (2025) Aligning Large Language Models for Cognitive Behavioral Therapy: a proof-of-concept study. Frontiers in Psychiatry
  7. Cho, Y. J. et al., Kim, B. -H.* (2025) Machine Learning Prediction of Attachment Type From Bio-Psychological Factors in Patients With Depression. Psychiatry Investigation
  8. Lee, J. G. et al., Kim, B. -H.* (2025) Integrating Heart Rate Variability Improves Machine Learning-based Prediction of Panic Disorder Symptom Severity. Clinical Psychopharmacology and Neuroscience
  9. Ko, Y., Kim, H. E.*, Kim, B. -H. et al. (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
  10. Bang, C. -B. et al., Kim, B. -H.* (2025) Promises and pitfalls of large language models in psychiatric diagnosis and knowledge tasks. The British Journal of Psychiatry
  11. Kim, J., Chung, H., Kim, B. -H.* (2025) CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models. ICCV 2025
  12. Go, H. et al., Kim, B. -H., Chung, H., Kim, C. (2025) VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling. ICCV 2025
  13. Park, B. et al., Kim, B. -H., Chung, H., Kim, C. (2025) SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering. ICCV 2025

2024

  1. So, J. -H. et al., Sohn, J., Kim, B. -H., Chu, S. H.* (2024) Aligning Large Language Models for Enhancing Psychiatric Interviews through Symptom Delineation and Summarization: Pilot Study. JMIR Formative Research
  2. Heo, J. et al., Kim, B. -H., Nam, H. S. (2024) On-Device Deep Learning to Detect Carotid Stenosis With Smartphones: Development and Validation. Stroke