Medical Image Analysis

1. Multi-task Learning with Hierarchical Guidance for Locating and Stratifying Submucosal Tumors

2. Reliable Mutual Distillation for Medical Image Segmentation under Imperfect Annotations

3. Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance

4. Cross-Modality High-Frequency Transformer for MR Image Super-Resolution

5. Gradient-Rebalanced Uncertainty Minimization for Cross-Site Adaptation of Medical Image Segmentation

6. Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis

7. Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation

8. Interactive Dual-Model Learning for Semi-supervised Medical Image Segmentation (in Chinese)

9. Weakly Supervised Disease Localization in Chest X-rays via Looking into Image Relations

10. M3Net: A Multi-scale Multi-view Framework for Multi-phase Pancreas Segmentation Based on Cross-phase Non-local Attention

The complementation of arterial and venous phases visual information of CTs can help better distinguish the pancreas from its surrounding structures. However, the exploration of cross-phase contextual information is still under research in …