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Treatment Planning and OptimizationWednesday - 7/17/2019 
Therapy Scientific Session1:45 PM - 3:45 PMRoom: 301

Moderator: Quan Chen, University of Kentucky

Moderator: Ping Xia, The Cleveland Clinic Foundation

Wednesday
1:45 PM
WE-HI-301-1 : BEST IN PHYSICS (THERAPY): Accounting for Respiration-Induced Motion of Peripheral Airways in Virtual Bronchoscopy-Guided Lung Stereotactic Ablative Radiotherapy Planning
E.Vicente*A.ModiriK.YuH.WibowoY.YanR.Timmerman
A.Sawant
Wednesday
2:05 PM
WE-HI-301-2 : BEST IN PHYSICS (THERAPY): Geometric Risk Index: Quantifying Plan Robustness with Respect to Geometric Uncertainty and DVH Objectives
J.Neylon*R.LiS.GlaserA.AminiJ.WongA.Liu
Wednesday
2:25 PM
WE-HI-301-3 : A Collimator Setting Optimization Algorithm for Dual-Arc Volumetric Modulated Arc Therapy in Pancreas Stereotactic Body Radiation Therapy
X.Li*Q.WuM.PaltaY.ZhangY.ShengJ.Zhang
C.Wang
Wednesday
2:35 PM
WE-HI-301-4 : Atlas-Guided Fluence Initialization and Optimization for Pancreas SBRT: A Feasibility Study
W.Wang*Y.ShengC.WangJ.ZhangY.GeF.Yin
Q.Wu
Wednesday
2:45 PM
WE-HI-301-5 : Direct Fluence Map Prediction From Beam Eye View of Targets and Organs
L.Ma*M.ChenD.NguyenS.JiangX.GuW.Lu
Wednesday
2:55 PM
WE-HI-301-6 : DoseNet: A Deep Neural Network for Accurate Dosimetric Transformation Between Different Spatial Resolutions And/or Different Dose Calculation Algorithms for Precision Radiation Therapy
P.Dong*L.Xing
Wednesday
3:05 PM
WE-HI-301-7 : Machine Learning for Plan Prediction and Quality in TomoTherapy
N.Shaheen*R.BAYLISSP.HillB.Bednarz
Wednesday
3:15 PM
WE-HI-301-8 : Secondary Optimization of VMAT Plans Using Monte Carlo Beamlets
J.Mathews*S.FrenchS.BhagrooD.Nazareth
Wednesday
3:25 PM
WE-HI-301-9 : Using Knowledge-Based Models to Train Human Planners with Lung and Mediastinum IMRT Planning
M.Mistro*Y.ShengY.GeJ.PaltaJ.SalamaC.Kelsey
Q.WuF.YinQ.Wu
Wednesday
3:35 PM
WE-HI-301-10 : Minimum-MU and Sparse-Energy-Layer (MMSEL) Constrained Inverse Optimization Method for Efficiently Deliverable PBS Plans
Y.Lin*B.ClasieT.LiuM.McDonaldK.LangenH.Gao