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Taxonomy: TH- External Beam- Particle therapy: Proton therapy - computational dosimetry-deterministic
|SU-F-SAN1-6||Improving Proton Dose Calculation Accuracy Using Deep Learning|
C Wu*1,2, D Nguyen1 , Y Xing1 , A Barragan Montero3 , J Schuemann4 ,Y Pu2 , S Jiang1 , (1) Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX,(2) Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, (3) Universite Catholique de Louvain, Brussels, VBR, (4) Massachusetts General Hospital, Nahant, MA
|SU-I430-GePD-F7-2||Pencil Beam Dose Algorithm Based On Dual Depth Dose - Lateral Profile Model for Intensity Modulated Proton Therapy|
H Wang*, J Jia , H Zheng , G Song , J Song , Institute of Nuclear Energy Safety Technology, Chinese Academy of Sciences, Hefei, Anhui, 230031, China; Anhui Radiotherapy Engineering Technology Research Center, Hefei Anhui 230031, China.
|TU-AB-SAN1-4||Fast Spot-Scanning Proton Dose Calculation Method with a 3-Dimensional Convolutional Neural Network|
Y Nomura1*, J Wang2,3 , H Shirato2,3 , S Shimizu2,4 , L Xing2,5 , (1) Department of Radiation Oncology, Graduate School of Medicine, Hokkaido University, Sapporo, Japan, (2) Global Station for Quantum Medical Science and Engineering, Global Institution for Collaborative Research and Education (GI-CoRE), Hokkaido University, Sapporo, Japan, (3) Department of Radiation Medicine, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan, (4) Department of Radiation Medical Science and Engineering, Faculty of Medicine, Hokkaido University, Sapporo, Japan, (5) Department of Radiation Oncology, Stanford University, Stanford, CA
|WE-C1030-GePD-F7-4||A Deep Learning Approach for Dual-Energy CT Based Proton Stopping-Power-Ratio Estimation|
H Lee*, X Duan , X Jia , M Yang , UT Southwestern Medical Center, Dallas, TX