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To evaluate the safety and efficiency of respiratory-gated radiotherapy by using a long-short-term memory (LSTM) model and its hybridized version with time-domain cross-correlation (TCC) to adapt to breathing motion irregularitie...

Proton LATTICE (pLATTICE) therapy delivers spatially heterogeneous dose distributions with high‑dose peaks embedded within low‑dose valleys. Conventional pLATTICE planning typically uses multiple beam angles per peak, making peak...

Image segmentation is a critical yet challenging step in the radiotherapy workflow. Although many AI-based segmentation models report high accuracy, substantial epistemic and aleatoric uncertainties persist. This work proposes a...