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Treatment Planning and Machine LearningWednesday - 8/1/2018 
Therapy Scientific Session4:30 PM - 6:00 PMRoom: Room 207

Moderator 1: Lyndon Hibbard, Elekta, Inc

Moderator 2: Peng Dong, Stanford

WednesdayWE-J-207-1 : A Knowledge- Based Planning Approach for Dosimetric Prediction of Prostate Proton Pencil-Beam Scanning Plans
J.Zou*B.TeoS.O'ReillyC.AinsleyA.LinY.Xiao
L.DongL.Yin
WednesdayWE-J-207-2 : A Knowledge-Based Multi-Criteria Optimization (kMCO) Algorithm for High Dose Rate (HDR) Brachytherapy
S.Cui*P.DespresL.Beaulieu
WednesdayWE-J-207-3 : AutoBrachy: A Streamlined Automated Treatment Planning, Quality Assurance, and Documentation System for Tandem-And-Ovoid High Dose-Rate Brachytherapy
J.Tan*P.KlagesC.ShenM.YangK.AlbuquerqueX.Jia
WednesdayWE-J-207-4 : Combined Optimization of Dynamic Axes (CODA) for Stereotactic Radiosurgery
L.MacDonald*A.SymeL.WardB.LittleC.Thomas
WednesdayWE-J-207-5 : Deep Learning Dose From Anatomy
L.Hibbard*
WednesdayWE-J-207-6 : Development of a Prediction Method for Dose-Volume Histogram of Organ at Risks for Treatment Planning in Proton Beam Therapy
Y.HiyamaS.Takao*T.MatsuuraS.HirayamaT.FUJIIS.Shimizu
K.UmegakiH.Shirato
WednesdayWE-J-207-7 : Machine Learning Based Method for Automatic Generation of IMPT Treatment Plans
H.Kamal Sayed*M.HermanC.Beltran
WednesdayWE-J-207-8 : Repair-Misrepair-Fixation (RMF) Model-Based Biological Dose Optimization for Scanned Ion Beams
F.GuanC.GengD.Carlson*L.BronkD.GatesD.Ma
M.KerrX.WangD.GrosshansR.Mohan
WednesdayWE-J-207-9 : Robust Prediction of Isodose Distribution with a Fully Convolutional Networks Based Deep Learning Model
P.Dong*L.Xing