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| MO-K-DBRA-7 | Stratification of Lung Cancer Risk From Personal Health Data GR Hart*, DA Roffman , R Decker , J Deng , Yale university School of Medicine, New Haven, CT |
| SU-F-209-3 | Predicting Motion Compensation Errors for CyberKnife SBRT Liver Patients Using a Machine Learning Algorithm M Liu1*, D Granville2 , J E Cygler1,2, E Vandervoort1,2 (1) Carleton University, Ottawa, ON (2) The Ottawa Hospital Cancer Centre, Ottawa, ON |
| SU-F-KDBRC-2 | Feasibility of Whole Brain Voxel-Wise Statistical Analysis of Longitudinal Diffusion Tensor Imaging (DTI) of Single Subject: Quantitative Comparisons of Three Non-Parametric Methods T Zhu1*, X Qiu2 , J Lian3 , S Das4 , (1) university of North Carolina at Chapel Hill, Chapel Hill, NC, (2) University of Rochester, Rochester, NY, (3) university North Carolina, Chapel Hill, NC, (4) University of North Carolina, Chapel Hill, NC |
| SU-H400-GePD-F6-4 | Region-Of-Interest Based Local Principal Component Analysis Algorithm to Extract Independent Motion Pattern From Cone-Beam Tomography Projections P Tsai*, B Lu , G Yan , J Park , J Wu , C Liu , university Florida, Gainesville, FL |
| SU-H400-GePD-F8-1 | Evaluate the Consistency in Feature Extraction Using Two Radiomics Software Platforms Y Zhang*, C Ma , X Wang , N Yue , K Nie , Rutgers University, New Brunswick, NJ |
| SU-I-GPD-T-84 | Using Machine Learning to Predict GI Toxicity in Unresectable Pancreatic Cancer Patients Treated with Stereotactic Body Radiation Therapy T Wu*, S Liauw , University of Chicago Hospitals, Chicago, IL |
| SU-I-GPD-T-91 | RBE Algorithm Parameter Optimization and Statistical Analysis P Ambrozewicz*, C Keppel , |
| SU-I-GPD-T-265 | Impact of CT-HU Values in the Voxels Around the Reference Point On Plan Secondary Check J Nomura1*, H Tachibana2 , S Moriya3 , S Miyakawa4 , T Kurosawa4 , S Jinno1 , M Sato1 , (1) Komazawa University, Setagaya, Tokyo, (2) National Cancer Center Hospital East, Kashiwa, Chiba, (3) University of Tsukuba, Tsukuba, Ibaraki, (4) Tokyo Women's medical University, Sinjuku, Tokyo |
| SU-L-KDBRA1-3 | Anatomy-Adjusted Treatment Plan Quality Control A Roy1*, D Cutright2 , M Gopalakrishnan3 , A Yeh1 , B Mittal3 , (1) Bowling Green State University, Bowling Green, OH, (2) Brown University, Providence, RI, (3) Northwestern Memorial Hospital, Chicago, IL |
| TH-AB-DBRB-3 | Predicting Meningioma Tumor Recurrence Using Radiogenomics Data T Coroller*, W Bi , N Greenwald , R Zeleznik , E Huynh , C Parmar , R Huang , H Aerts , Dana-Farber Cancer Institute, Brigham & Women's Hospital, Harvard Medical School, Boston, MA |
| TU-D-DBRB-3 | Combined Morphologic and Metabolic Pipeline for Treatment Response Evaluation - a Pilot Study On Pancreatic Adenocarcinoma Patients Y Lao*, J David , A Torosian , W Yang , R Tuli , Cedars-Sinai Medical Center, Los Angeles, CA |
| TU-I345-GePD-F9-2 | Identifying Predictors of Unplanned Hospitalizations After Radiotherapy Using Regularized Survival Models C Ahern1*, T Pheiffer1 , C Berlind1 , W Lindsay1 , Y Xiao2 , C Simone3 , (1) Oncora Medical, Inc., Philadelphia, PA, (2) University of Pennsylvania, Philadelphia, PA, (3) University of Maryland School of Medicine, Baltimore, Maryland |
| TU-K-KDBRC-3 | Analysis of Radiation-Induced Visual Toxicity in Meningioma Treatment: Protons Vs. Photons C Peeler*, D Grosshans , R Mohan , K Tran , S McGovern , A Bishop , D Mirkovic , UT MD Anderson Cancer Center, Houston, TX |
| WE-AB-KDBRC-6 | BEST IN PHYSICS (JOINT IMAGING-THERAPY): Variogram-Weighted Generalized Least Squares Regression to Predict Spatially Variant Tumor Voxel Response On Longitudinal FDG-PET/CT Imaging of FLARE-RT Protocol Patients D Hippe1 , W Chaovalitwongse2 , C Duan3 , P Thammasorn2 , X Liu2 , R Miyaoka1 , H Vesselle1 , P Kinahan1 , R Rengan1 , J Zeng1 , S Bowen1*, (1) University of Washington School of Medicine, Seattle, WA, (2) University of Arkansas, Fayetteville, AR, (3) Tongji University School of Economics & Management, Yangpu District, Shanghai |
| WE-FG-DBRA-7 | Modeling of Multiple Planning Target Volumes (PTVs) in Knowledge-Based Planning (KBP) J Zhang1*, Y Sheng2 , C Wang3 , T Xie4 , F Yin5 , Y Ge6 , Q Wu7 , (1) Duke University Medical Center, Durham, NC, (2) Duke University Medical Center, Durham, NC, (3) Duke University Medical Center, Durham, NC, (4) Duke University Medical Center, Durham, NC, (5) Duke University Medical Center, Durham, NC, (6) UNC Charlotte, Charlotte, NC, (7) Duke University Medical Center, Durham, NC |
| WE-J-KDBRA1-2 | DVH Analytics: An Open-Source DICOM-RT Database D Cutright1*, M Gopalakrishnan2 , A Roy3 , A Panchal4 , B Mittal2 , (1) Brown University, Providence, RI, (2) Northwestern Memorial Hospital, Chicago, IL, (3) Bowling Green State University, Bowling Green, OH, (4) CDH Proton Center, Clarendon Hills, IL |