A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer

•A deep learning network facilitated dose calculation from CBCT.•A single network achieved CBCT-based dose calculation generating synthetic CT for head-and-neck, lung, and breast cancer patients with similar performance to a network specifically trained for each anatomical site.•Generation of synthe...

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