2 papers
cs.CV2026
Conditional Diffusion Model with Anatomical-Dose Dual Constraints for End-to-End Multi-Tumor Dose Prediction
Hui Xie, Haiqin Hu, Lijuan Ding +3
Radiotherapy treatment planning often relies on time-consuming, trial-and-error adjustments that heavily depend on the expertise of specialists, while existing deep learning method…
eess.IV2024
Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT
Jie Zheng, Ru Wen, Haiqin Hu +5
Existing Masked Image Modeling (MIM) depends on a spatial patch-based masking-reconstruction strategy to perceive objects'features from unlabeled images, which may face two limitat…