A plan verification platform for online adaptive proton therapy using deep learning-based Monte–Carlo denoising
Guoliang Zhang, Xinyuan Chen, Jianrong Dai, Kuo Men
Topics & Concepts
Proton therapyMonte Carlo methodNoise reductionHistogramArtificial intelligenceComputer scienceRange (aeronautics)Mean squared errorNoise (video)DeconvolutionRadiation treatment planningStatistical noiseMathematicsNuclear medicineAlgorithmProtonStatisticsMaterials scienceImage (mathematics)Machine learningPhysicsMedicineInternal medicineRadiation therapyComposite materialQuantum mechanicsRadiation Therapy and DosimetryAdvanced Radiotherapy TechniquesRadiation Effects in Electronics