Ziyue Xie

Deep Mutual Learning Among Partially Labeled Datasets for Multi-Organ Segmentation

2025 · IEEE Transactions on Medical Imaging

Labeling multiple organs for segmentation is a complex and time-consuming process, resulting in a scarcity of comprehensively labeled multi-organ datasets while the emergence of numerous partially labeled datasets. Current methods face three critical limitations: incomplete …