Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy
Objective. Computed tomography (CT) to material property conversion dominates proton
range uncertainty, impacting the quality of proton treatment planning. Physics-based and …
range uncertainty, impacting the quality of proton treatment planning. Physics-based and …
MRI-only based material mass density and relative stop** power estimation via deep learning for proton therapy: a preliminary study
Abstract Magnetic Resonance Imaging (MRI) is increasingly being used in treatment
planning due to its superior soft tissue contrast, which is useful for tumor and soft tissue …
planning due to its superior soft tissue contrast, which is useful for tumor and soft tissue …