Error detection using a convolutional neural network with dose difference maps in patient-specific quality assurance for volumetric modulated arc therapy
Yuto Kimura, Noriyuki Kadoya, Seiji Tomori, Yohei Oku, Keiichi Jingu
Topics & Concepts
Quality assuranceConvolutional neural networkImaging phantomCollimatorRandom errorComputer scienceMean absolute errorMathematicsPattern recognition (psychology)AlgorithmNuclear medicineArtificial intelligenceStatisticsMean squared errorMedicineOpticsPhysicsExternal quality assessmentPathologyAdvanced Radiotherapy TechniquesAdvanced X-ray and CT ImagingRadiation Dose and Imaging