Beam data modeling of linear accelerators (linacs) through machine learning and its potential applications in fast and robust linac commissioning and quality assurance
Wei Zhao, Ishan Patil, Bin Han, Yong Yang, Lei Xing, Emil Schüler
Topics & Concepts
TruebeamLinear particle acceleratorQuality assuranceBeam (structure)Computer scienceField (mathematics)Linear regressionMathematicsOpticsPhysicsMachine learningEngineeringOperations managementExternal quality assessmentPure mathematicsRadiation Therapy and DosimetryAdvanced Radiotherapy TechniquesBoron Compounds in Chemistry