DI XU

Stereotactic radiosurgery (SRS) reirradiation for locally recurrent brain metastases (BM) utilizes rigid image registration (RIR) for cumulative dose estimation to balance dose escalation against the risk of adverse radiation effects such as radionecrosis. Th...

In an MRI-only simulation workflow, synthetic CT (sCT) are created from MR images and mimic the CT in terms of HU quality and geometric accuracy, therefore enabling dose calculation and patient setup verification. The elimination of CT acquisition leads to le...

To address the data scarcity bottleneck in deep learning (DL) dose prediction by establishing a foundation model-based transfer learning framework. We aim to demonstrate that adapting large-scale public priors to institutional data significantly enhances lear...