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Keywords: Inverse Planning
MO-G-BRC-5Monte Carlo Based Continuous Aperture Optimization for Volumetric Modulated Arc Therapy On MR-Linacs
S Su1*, P Atwal2, I Popescu3, (1) University of Michigan, Ann Arbor, MI, (2) BC Cancer - Abbotsford, Abbotsford, BC, CA, (3) BC Cancer - Vancouver, Vancouver, BC, CA
MO-H345-IePD-F4-6A Nearly-Exact Beam Angle Optimization Algorithm Via Angle Generation Method
H Shen1,2, G Zhang2, Y Lin1, R Chen1, Y Long2, H Gao1*, (1) University of Kansas Medical Center, Kansas City, KS (2) Shanghai Jiao Tong University, Shanghai, China
PO-GePV-M-276A Hybrid Approach to Improve the Accuracy and Clinical Utility of Physical Anthropomorphic Phantoms
S Shrestha1,2*, SJ Simiele1, D Hancock1, EB Ludmir1, SA Smith1, C Lee3, RM Howell1,2, (1) MD Anderson Cancer Center, Houston, TX, (2) The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX,(3) National Cancer Institute, Bethesda, MD
PO-GePV-T-262Learning DVH Criteria in Radiation Therapy Treatment Planning
F Ahmadi*, T McNutt, K Ghobadi, Johns Hopkins University, Baltimore, MD
PO-GePV-T-276Assessment of Varian Ethos Intelligent Optimization Engine (IOE) for Stereotactic Body Radiation Therapy (SBRT) Treatment Plans for Lung Metastases
A Pacheco1*, S Pokharel2, C Cross3, (1) GenesisCare USA, Naples, FL, (2) Boca Raton Regional Hospital, Estero, FL, (3) GenesisCare USA, Naples, FL
PO-GePV-T-293Dosimetric Analysis of Volumetric Modulated Arc Therapy for Extensive Skin Field Cancerization of the Scalp
A Hafeez, T Nurushev, A Sutter, T Fox, B Koontz, W Curran, P Potrebko*, GenesisCare, Fort Myers, FL
PO-GePV-T-318Effects of Swelling and Automated Flash On IMRT Vulva Planning
M Goss*, K Dara, K Yun, D Pavord, Allegheny Health Network, Pittsburgh, PA
PO-GePV-T-388Knowledge Based Planning (KBP) as a Clinical Solution for Stereotactic Radiosurgery Cases (SRS) for Multiple Brain Metastases
K Guida, F Wang, G Gan, J Patel, O Trejo*, H Li, H Jiang, University of Kansas Cancer Center, Kansas City, KS
SU-E-206-2Automatic VMAT Machine Parameter Optimization Using Deep Deterministic Policy Gradients
W Hrinivich*, H Li, J Lee, Dept. of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University, Baltimore, MD
SU-H300-IePD-F4-3Learned Iterative Shrinkage-Thresholding Algorithm (LISTA) for Sparse Rectangular Aperture Optimization
Q Lyu*, M Cao, K Sheng, UCLA School of Medicine, Los Angeles, CA
SU-H300-IePD-F6-5Synergizing Artificial Intelligence 3D Dose Predictor with Ethos Intelligent Optimizer for Head and Neck Adaptive Radiotherapy Treatments
J Visak*, E Inam, B Meng, D Nguyen, D Parsons, T Zhuang, D Moon, V Avkshtol, D Sher, M Lin, University of Texas Southwestern Medical Center, Dallas, TX
SU-J-206-2Biological Optimization of Peak-To-Valley Dose Ratio and Normal-Tissue Survival Fraction for Proton Minibeam Radiation Therapy
W Zhang, W Li*, Y Lin, F Wang, R Chen, H Gao, University of Kansas Medical Center, Kansas City, KS
SU-J-206-7Stochastic Coordinate Descent Optimization Algorithm for Rapid Spot-Scanning Fixed-Beam Or Arc Therapy
J Fan1*, J Cai1, Y Lin2, R Chen2, H Gao2, (1) The Hong Kong University of Science and Technology, Hong Kong, China, (2) University of Kansas Medical Center, Kansas City, KS
TU-B-202-1Deep Reinforcement Learning Based Intelligent Virtual Planner of Gamma Knife Radiosurgery for Vestibular Schwannoma
Y Liu1, C Shen2, T Wang1, J Zhang1, X Yang1, T Liu1, S Kahn1, H Shu1, Z Tian3*, (1) Emory University, Atlanta, GA, (2) University of Texas Southwestern Medical Center, Dallas, TX, (3) University of Chicago, Chicago, IL
TU-D1030-IePD-F5-5Fully-Automated Hybrid Proton-Photon Therapy Via Fraction Optimization
W Li*, W Zhang, Y Lin, R Chen, H Gao, University of Kansas Medical Center, Kansas City, KS
TU-F115-IePD-F5-2FLASH Optimization Via Modified Orthogonal Matching Pursuit
Y Zhu1*, Y Lin1, X Zhang2, R Chen1, H Gao1, 1) University of Kansas Medical Center, Kansas City, KS (2) Shanghai Jiao Tong University, Shanghai, China
TU-F115-IePD-F7-3Is SBRT Treatment for Central/Ultra-Central Lung Tumor a Feasible Option On Ring-Gantry Halcyon Linac?
S McCarthy*, M Bernard, W St Clair, M Kudrimoti, D Pokhrel, University of Kentucky, Lexington, KY
TU-I345-IePD-F2-2IMRT Plans Guided by Novel Artificial Intelligence Neuro-Fuzzy Algorithm
E Cisternas Jimenez12*, F Yin123, (1) Medical Physics Graduate Program, Duke University, Durham, NC, United States of America , (2) Department of Radiation Oncology, Duke University, Durham, NC, United States of America, (3) Medical Physics Graduate Program, Duke Kunshan University, Kunshan, People's Republic of China
TU-I345-IePD-F2-4Deep-Learning Based Automated Contouring, Dose-Prediction, and Planning in High-Dose-Rate Prostate Brachytherapy
C V Guthier1,2*, T C Harris1, D A O'Farrell3, S A Friesen4, M T King5, I M Buzurovic6, R A Cormack7, (1) Department of Radiation Oncology, Brigham and Womens Hospital/Dana-Farber Cancer Institute and Harvard Medical School, Boston MA (2) Artificial Intelligence in Medicine (AIM) Program at Harvard-MGB