Moderator: Adam Yock, Vanderbilt Univ Medical Ctr
Moderator: Jeremy Booth, Royal North Shore Hospital
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| Thursday 7:30 AM | TH-A-SAN2-1 : Machine Learning for Patient-Specific Quality Assurance of VMAT: Prediction and Classification Accuracy J.Li*, L.Wang, X.Zhang, L.Liu, J.Li, M.Chan, J.Sui, R.Yang |
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| Thursday 7:40 AM | TH-A-SAN2-2 : Prediction of MGMT Status for Newly Diagnosed Glioblastoma Patients Using Radiomics Feature Extraction From 18F-DOPA PET Imaging J.Qian*, M.Herman, D.Brinkmann, N.Laack, P.Korfiatis, B.Kemp, C.Hunt, V.Lowe, D.Pafundi |
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| Thursday 7:50 AM | TH-A-SAN2-3 : Preliminary Study of a Deep Learning Method for Producing Ventilation Images From Four-Dimensional Computed Tomography: First Comparison with SPECT Ventilation Z.Liu*, Y.Tian, J.Miao, J.Dai |
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| Thursday 8:00 AM | TH-A-SAN2-4 : Association of Local Lung Ventilation Change with Radiation Dose W.Harris*, S.O'Reilly, V.Jain, B.Teo, E.Diffenderfer, Y.Xiao, L.Dong, S.Feigenberg, A.Berman, J.Zou |
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| Thursday 8:10 AM | TH-A-SAN2-5 : Can a Statistical Model of Daily Abdominal Variations in a Cohort of Pancreatic Cancer Patients Be Used to Select Who May Benefit From Plan Adaptation in SBRT? A.Magallon-Baro, P.Granton*, M.Milder, M.Loi, A.Zolnay, J.Nuyttens, M.Hoogeman |
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| Thursday 8:20 AM | TH-A-SAN2-6 : An Outcome-Based Treatment Planning Strategy to Improve Xerostomia Symptom in Head and Neck Cancer Patients Y.Guo*, P.Lakshminarayanan, P.Han, K.Sheikh, Z.Cheng, S.Siddiqui, I.Shpitser, R.Taylor, H.Quon, T.McNutt |
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| Thursday 8:30 AM | TH-A-SAN2-7 : Deep-Learning Based CBCT Image Correction for CBCT-Guided Adaptive Radiation Therapy J.Harms, Y.Lei, T.Wang, R.Zhang, J.Zhou, X.Dong, P.Patel, K.Higgins, X.Tang*, W.Curran, T.Liu, X.Yang |
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| Thursday 8:40 AM | TH-A-SAN2-8 : Vasculature Anatomy Change in Non-Small Cell Lung Cancer Patients Post Radiation Therapy A.Wuschner*, E.Wallat, M.Flakus, S.Gerard, T.Patton, J.Reinhardt, G.Christensen, J.Bayouth |
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| Thursday 8:50 AM | TH-A-SAN2-9 : Mid-Treatment Gd-EOB-DTPA-Enhanced MRI and Interleukin 6 Cytokine as Biomarkers of Radiation-Induced Liver Toxicity in Metastatic Liver Patients A.Ajdari*, Y.Xie, C.Richter, T.Hong, T.Bortfeld |
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| Thursday 9:00 AM | TH-A-SAN2-10 : Adaptive Margins with An Early Warning System for Motion-Tracking Errors in Liver SBRT M.Liu*, A.Ross, J.Cygler, E.Vandervoort |
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| Thursday 9:10 AM | TH-A-SAN2-11 : Real-Time 3D Scintillation Imaging Enables Rapid End-To-End Verification of Online Adaptive Replanning On MR-Linac P.Bruza*, M.Ashraf, J.Cammin, B.Maraghechi, B.Pogue, O.Green |
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| Thursday 9:20 AM | TH-A-SAN2-12 : A Framework of Automatic Contour Quality Validation for MRI-Guided Online Adaptive Radiation Therapy Y.Zhang*, F.Ceballos, E.Ahunbay, X.Li |