Moderator 1: Yong Yang, Stanford University Cancer Center
Moderator 2: Masoud Zarepisheh, Memorial Sloan Kettering
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| Wednesday | WE-FG-DBRA-1 : Automated IMRT Treatment Planning Using Expedited Constrained Hierarchical Optimization (ECHO): Retrospective Study and Clinical Implementation M.Zarepisheh*, L.Hong, Y.Zhou, J.Oh, J.Mechalakos, M.Hunt, G.Mageras, J.Deasy |
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| Wednesday | WE-FG-DBRA-2 : BEST IN PHYSICS (THERAPY): Manual Plan Refinement Offers Little to No Improvement Over Knowledge-Based Automated Plans Across Multiple Disease Sites R.Kaderka*, R.Mundt, N.Li, V.Bry, M.Cornell, K.Moore |
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| Wednesday | WE-FG-DBRA-3 : Ensemble Learning: A Case Study with Knowledge Based Treatment Planning J.Zhang*, T.Xie, Y.Sheng, C.Wang, F.Yin, Q.Wu, Y.Ge |
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| Wednesday | WE-FG-DBRA-4 : Full Automation of Head-And-Neck Contouring, VMAT Planning, and Independent Plan Checks R.McCarroll*, P.Balter, B.Beadle, H.Burger, C.Cardenas, S.Dalvie, D.Followill, K.Kisling, M.Mejia, K.Naidoo, C.Nelson, C.Peterson, K.Vorster, J.Wetter, L.Zhang, J.Yang, L.Court |
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| Wednesday | WE-FG-DBRA-5 : Head and Neck Salivary Gland Spatial Dose-Volume Histogram (DVH) Patterns Predict Radiation-Induced Xerostomia, From Injury to Recovery P.Han*, P.Lakshminarayanan, W.Jiang, I.Shpitser, X.Hui, S.Lee, Z.Cheng, Y.Guo, R.Taylor, S.Siddiqui, M.Bowers, K.Sheikh, J.Lee, H.Quon, T.McNutt |
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| Wednesday | WE-FG-DBRA-6 : Highly Efficient and Robust Autonomous VMAT/IMRT Planning Enabled by a Novel Dose and Anatomy Features-Driven Downsampling Voxelization Scheme Y.Yang*, L.Xing |
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| Wednesday | WE-FG-DBRA-7 : Modeling of Multiple Planning Target Volumes (PTVs) in Knowledge-Based Planning (KBP) J.Zhang*, Y.Sheng, C.Wang, T.Xie, F.Yin, Y.Ge, Q.Wu |
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| Wednesday | WE-FG-DBRA-8 : Novel Knowledge-Based Treatment Planning Model for Prostate Cancer Patients Treated with Hypofractionation and Simultaneous Integrated Boost A.Chatterjee*, M.Serban, S.Faria, L.Souhami, F.Cury, J.Seuntjens |
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| Wednesday | WE-FG-DBRA-9 : Performance Comparison of Knowledge-Based Dose Prediction Techniques A.Landers*, R.Neph, F.Scalzo, D.Ruan, K.Sheng |
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| Wednesday | WE-FG-DBRA-10 : Fully Automated Configuration of An Algorithm for Automated Multi-Objective Treatment Planning R.van Haveren*, B.Heijmen, S.Breedveld |
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| Wednesday | WE-FG-DBRA-11 : Knowledge-Based Treatment Planning Increases Complexity and Reduces Delivery Accuracy of VMAT Plans for Prostate Cancer P.Wall*, J.Fontenot |