Frank J. W. M. Dankers

Clinical DVH metrics as a loss function for 3D dose prediction in head and neck radiotherapy

Abstract Purpose Deep learning-based three-dimensional (3D) dose prediction is widely used in automated radiotherapy workflows. However, most existing models are trained with voxel-wise regression losses, which are poorly aligned with clinical plan evaluation criteria based on do...