3 papers
cs.CV2024
Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning
Chuanpu Li, Zeli Chen, Yiwen Zhang +2
Medical image synthesis remains challenging due to misalignment noise during training. Existing methods have attempted to address this challenge by incorporating a registration-gui…
physics.med-ph2024
Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report
Evi M. C. Huijben, Maarten L. Terpstra, Arthur Jr. Galapon +56
Radiation therapy plays a crucial role in cancer treatment, necessitating precise delivery of radiation to tumors while sparing healthy tissues over multiple days. Computed tomogra…
eess.IV2024
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy
Yiwen Zhang, Chuanpu Li, Liming Zhong +3
Treatment planning, which is a critical component of the radiotherapy workflow, is typically carried out by a medical physicist in a time-consuming trial-and-error manner. Previous…