A 3D MedNeXt network predicts all 180 VMAT fluence maps from beam's-eye-view projections of a 3D dose map, with DVHs close to the target dose and inference under 20 ms.
Otto, Volumetric modulated arc therapy: IMRT in a single gantry arc, Medical physics 35 , 310--317 (2008)
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A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning
A 3D MedNeXt network predicts all 180 VMAT fluence maps from beam's-eye-view projections of a 3D dose map, with DVHs close to the target dose and inference under 20 ms.