Dongyu Shi

Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation

This work proposes a novel unsupervised cross-modality adaptive segmentation method for medical images to tackle the performance degradation caused by the severe domain shift when neural networks are being deployed to unseen modalities. The proposed method is an end-2-end framework, which conducts a…