Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation
Hang Min, Jason Dowling, Michael Jameson, Kirrily Cloak, Joselle Faustino, Mark Sidhom, Jarad Martin, Michael Cardoso, Martin A. Ebert, Annette Haworth, Phillip Chlap, Jeremiah de Leon, Megan Berry, David Pryor, Peter B. Greer, Shalini Vinod, Lois Holloway
Topics & Concepts
Quality assuranceProstate cancerProstateMedicineRadiation therapyArtificial intelligenceComputer scienceMultiparametric MRILogistic regressionReceiver operating characteristicWorkflowRadiation treatment planningMedical physicsMachine learningRadiologyCancerDatabaseExternal quality assessmentInternal medicinePathologyAdvanced Radiotherapy TechniquesProstate Cancer Diagnosis and TreatmentRadiation Therapy and Dosimetry