Publications: 'GlioSurv: Interpretable Transformer for Multimodal, Individualized Survival Prediction in Diffuse Glioma' (npj digital medicine, IF=15.1); 'ST-SRPerf: Continuous Spatiotemporal Representation for Perfusion MRI Super-resolution through Neural ODE and Implicit Neural Representation' (Computers in Biology and Medicine, IF=6.3). Awards: Best Trainee Scientific Awards (Gold and Silver Prizes) at the 13th International Congress on Magnetic Resonance Imaging & 30th Annual Scientific Meeting of KSMRM; New Researcher Academic Award, Korean Society of Neuroradiology (KSNR2025).
Research Experience
Position: Director of the AICON Laboratory at the Radiology Department of Seoul National University Hospital. Research Projects: Brain glymphatics analysis via perfusion MRI, association of deep learning-based chest CT-derived respiratory parameters with disease progression in amyotrophic lateral sclerosis, etc.
Background
Research Interests: Integrating Artificial Intelligence (AI) into medical imaging. Specialization: Neuroimaging. Brief: Leads the AICON Lab, focusing on enhancing diagnosis, prognostication, and understanding of biological backgrounds through AI technologies.