Research
We are a group of researchers integrating 🧠 Neuroimaging · 🤖 Artificial Intelligence · 🧑🏻⚕️ Psychiatry to promote human mental health and reveal the mechanisms of higher cognitive capabilities of the human brain.
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- ACL 2026 Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives
- BJPsych 2025 Promises and Pitfalls of Large Language Models in Psychiatric Diagnosis and Knowledge Tasks
- arXiv 2025 PSYCHE: A Multi-Faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents
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- European Radiology 2025 Predicting Molecular Types of Adult-Type Diffuse Gliomas Based on MRI Reports with Large Language Models
- MICCAI 2026 Improving Factuality of 3D Brain MRI Report Generation with Paired Image-Domain Retrieval and Text-Domain Augmentation
- Stroke 2024 On-Device Deep Learning to Detect Carotid Stenosis With Smartphones: Development and Validation
Collaborations
EverEx
Byung-Hoon is also leading a team of AI Researchers and Engineers at EverEx along with Hyungjin Chung, with a focus on realizing [🏃🏻 human motion]-centric vision-language models for healthcare applications.