Hoseok Lee

MnemoDyn outperforms state-of-the-art transformer models in reconstructing resting-state fMRI data, revealing new insights into brain dynamics.

Missing modalities can enhance model performance by guiding expert specialization, revealing a new avenue for improving incomplete multimodal learning.

Uncertainty modeling in brain tumor segmentation can significantly enhance reliability, even when critical MRI modalities are missing.