Uncertainty Quantification In Neural Network-Based Proton Pencil Beam Dose Prediction
Deep learning-based dose prediction has emerged as a transformative approach for rapid radiotherapy planning. However, these models typically operate as "black boxes," providing only deterministic predictions without quantifying output reliability. This lack...
Proffered Program · Therapy Physics