Knowledge‐based automated planning with three‐dimensional generative adversarial networks
Knowledge‐based automated planning with three‐dimensional generative adversarial networks
To develop a knowledge-based automated planning pipeline that generates treatment plans without feature engineering, using deep neural network architectures for predicting three-dimensional (3D) dose.Our knowledge-based automated planning (KBAP) pipeline consisted of a knowledge-based planning (KBP) method that predicts dose for a contoured computed tomography (CT) image followed by two optimization …