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Knowledge-based Treatment PlanningWednesday - 8/1/2018 
Therapy Scientific Session10:15 AM - 12:15 PMRoom: Davidson Ballroom A

Moderator 1: Yong Yang, Stanford University Cancer Center

Moderator 2: Masoud Zarepisheh, Memorial Sloan Kettering

WednesdayWE-FG-DBRA-1 : Automated IMRT Treatment Planning Using Expedited Constrained Hierarchical Optimization (ECHO): Retrospective Study and Clinical Implementation
M.Zarepisheh*L.HongY.ZhouJ.OhJ.MechalakosM.Hunt
G.MagerasJ.Deasy
WednesdayWE-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.MundtN.LiV.BryM.CornellK.Moore
WednesdayWE-FG-DBRA-3 : Ensemble Learning: A Case Study with Knowledge Based Treatment Planning
J.Zhang*T.XieY.ShengC.WangF.YinQ.Wu
Y.Ge
WednesdayWE-FG-DBRA-4 : Full Automation of Head-And-Neck Contouring, VMAT Planning, and Independent Plan Checks
R.McCarroll*P.BalterB.BeadleH.BurgerC.CardenasS.Dalvie
D.FollowillK.KislingM.MejiaK.NaidooC.Nelson
C.PetersonK.VorsterJ.WetterL.ZhangJ.Yang
L.Court
WednesdayWE-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.LakshminarayananW.JiangI.ShpitserX.HuiS.Lee
Z.ChengY.GuoR.TaylorS.SiddiquiM.Bowers
K.SheikhJ.LeeH.QuonT.McNutt
WednesdayWE-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
WednesdayWE-FG-DBRA-7 : Modeling of Multiple Planning Target Volumes (PTVs) in Knowledge-Based Planning (KBP)
J.Zhang*Y.ShengC.WangT.XieF.YinY.Ge
Q.Wu
WednesdayWE-FG-DBRA-8 : Novel Knowledge-Based Treatment Planning Model for Prostate Cancer Patients Treated with Hypofractionation and Simultaneous Integrated Boost
A.Chatterjee*M.SerbanS.FariaL.SouhamiF.CuryJ.Seuntjens
WednesdayWE-FG-DBRA-9 : Performance Comparison of Knowledge-Based Dose Prediction Techniques
A.Landers*R.NephF.ScalzoD.RuanK.Sheng
WednesdayWE-FG-DBRA-10 : Fully Automated Configuration of An Algorithm for Automated Multi-Objective Treatment Planning
R.van Haveren*B.HeijmenS.Breedveld
WednesdayWE-FG-DBRA-11 : Knowledge-Based Treatment Planning Increases Complexity and Reduces Delivery Accuracy of VMAT Plans for Prostate Cancer
P.Wall*J.Fontenot