Moderator: Ying Xiao, University of Pennsylvania
Moderator: Taoran Li, University of Pennsylvania
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| Tuesday
1:45 PM | TU-HI-SAN1-1 : A Novel Plan-Quality Quantification Method Using K-Nearest-Neighbors Referencing
J.Zhang*, Q.Wu, Y.Ge, C.Wang, Y.Sheng, J.Palta,
J.Salama, F.Yin, J.Zhang |
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| Tuesday
1:55 PM | TU-HI-SAN1-2 : An Efficient Workflow for Generation and Refinement of a Knowledge Based Planning Model for Pancreas SBRT Using Automation
T.Patton*, Q.Diot, B.Jones, L.Olsen, Y.Vinogradskiy, K.Goodman,
T.Schefter, D.Thomas |
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| Tuesday
2:05 PM | TU-HI-SAN1-3 : An Integrated Machine Learning Approach to Estimating Passing Rates in VMAT Quality Assurance
O.Nohadani*, V.Sathiaseelan, B.Mittal |
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| Tuesday
2:15 PM | TU-HI-SAN1-4 : An Optimization Method for Knowledge-Based Automated Planning That Leverages Ensemble Dose Predictions
A.Babier*, R.Mahmood, A.McNiven, T.Chan |
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| Tuesday
2:25 PM | TU-HI-SAN1-5 : Auto-VMAT-TBI: An Automatic Treatment Planning Software Platform for Volumetric Modulated Arc Therapy-Enabled Total Body Irradiation
J.Tan*, D.Parsons, P.Lee, X.Gu |
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| Tuesday
2:35 PM | TU-HI-SAN1-6 : Real-Time Generation of Pareto 3D Dose Distributions for Radiotherapy
D.Nguyen*, A.Sadeghnejad Barkousaraie, C.Shen, X.Jia, S.Jiang |
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| Tuesday
2:45 PM | TU-HI-SAN1-7 : Comparing Deep Learning Architectures for Knowledge-Based Automated Planning
A.Babier*, R.Mahmood, A.Diamant, A.McNiven, T.Chan |
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| Tuesday
2:55 PM | TU-HI-SAN1-8 : Dose Prediction with Deep Learning for Prostate Cancer VMAT Treatments
R.Norouzi-Kandalan*, D.Nguyen, Z.Trivedi, M.Lin, A.Barragan Montero, R.McBeth,
Q.Yang, W.Lu, k.Namuduri, S.Jiang |
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| Tuesday
3:05 PM | TU-HI-SAN1-9 : Exploring Tradeoff Hyperplanes for Head and Neck Treatment Planning with a Knowledge-Based Model
J.Zhang*, Y.Ge, Y.Sheng, C.Wang, Q.Wu, F.Yin,
Q.Wu |
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| Tuesday
3:15 PM | TU-HI-SAN1-10 : Real-Time Online Adaptive Fully Automated Radiation Treatment Re-Planning in Lung Cancer
R.Cormack*, R.Mak, C.Guthier |
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| Tuesday
3:25 PM | TU-HI-SAN1-11 : Improved Radiosurgery Treatment Planning Using Conformal Arc Informed Volumetric Modulated Arc Therapy
E.Cullom*, J.Adamson, O.Laryea, J.Kirkpatrick, F.Yin, W.Giles |
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| Tuesday
3:35 PM | TU-HI-SAN1-12 : Three-Dimensional Dose Prediction with Deep Learning for IMRT Treatments of Variable Beam Configuration
A.Barragan Montero*, D.Nguyen, W.Lu, M.Lin, R.Norouzi-Kandalan, X.Geets,
E.Sterpin, S.Jiang |
