We proposed a novel KBP model using an attention-gating mechanism and on a 3D U-Net architecture for voxel-wise dose prediction of head and neck radiotherapy plans.
The datasets can be found in the OpenKBP - 2020 AAPM Grand Challenge repository at https://competitions.codalab.org/competitions/23428.
Please cite this paper: Osman AFI, Tamam NM. Attention-aware 3D U-Net convolutional neural network for knowledge‐based planning 3D dose distribution prediction of head and neck cancer. Appl Clin Med Phys. 2022;e13630. https://pubmed.ncbi.nlm.nih.gov/35533234/