Knowledge-based automated planning with three-dimensional generative adversarial networks

Volume: 47, Issue: 2, Pages: 297 - 306
Published: Feb 1, 2020
Abstract
Purpose null 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. null Methods null 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 models that...
Paper Details
Title
Knowledge-based automated planning with three-dimensional generative adversarial networks
Published Date
Feb 1, 2020
Volume
47
Issue
2
Pages
297 - 306
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