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GAMBAS -- Fast Beam Arrangement Selection for Proton Therapy using a Nearest Neighbour Model
Renato Bellotti, Nicola Bizzocchi, Antony J. Lomax +3
Purpose: Beam angle selection is critical in proton therapy treatment planning, yet automated approaches remain underexplored. This study presents and evaluates GAMBAS, a novel, fa…
Clinical utility of automatic treatment planning for proton therapy of head-and-neck cancer patients using JulianA
Renato Bellotti, Alexey Cherchik, Jonas Willmann +3
Background: Automatic treatment planning promises many benefits for both research and clinical environments. For clinics, autoplanning promises to reduce planning time and achieve…
A Unified Generation-Registration Framework for Improved MR-based CT Synthesis in Proton Therapy
Xia Li, Renato Bellotti, Barbara Bachtiary +5
Background: In MR-guided proton therapy planning, aligning MR and CT images is key for MR-based CT synthesis, especially in mobile regions like the head-and-neck. Misalignments her…