Ran Duan

Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

One-shot segmentation of brain tissues is typically a dual-model iterative learning: a registration model (reg-model) warps a carefully-labeled atlas onto unlabeled images to initialize their pseudo masks for training a segmentation model (seg-model); the seg-model …