Ilwoo Lyu

Latest

• Generalizing deep learning brain segmentation for skull removal and intracranial measurements
• Body Part Regression With Self-Supervision
• From Brain to Body: Learning Low-Frequency Respiration and Cardiac Signals from fMRI Dynamics
• High-resolution 3D abdominal segmentation with random patch network fusion
• Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging
• Multiatlas segmentation
• Cortical surface parcellation using spherical convolutional neural networks
• Deep learning reveals untapped information for local white-matter fiber reconstruction in diffusion-weighted MRI
• Enabling multi-shell b-value generalizability of data-driven diffusion models with deep SHORE
• Improved gray matter surface based spatial statistics in neuroimaging studies
• Improving human cortical sulcal curve labeling in large scale cross-sectional MRI using deep neural networks
• Fully convolutional neural networks improve abdominal organ segmentation