Songtao Yuan

Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation

Current successful choroidal vessel segmentation methods rely on large amounts of voxel-level annotations on the 3D optical coherence tomography images, which are hard and time-consuming. Semi-supervised learning solves this issue by enabling model learning from both unlabeled data and a limited amo…