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Keywords: Pattern Recognition
MO-K-DBRA-7Stratification of Lung Cancer Risk From Personal Health Data
GR Hart*, DA Roffman , R Decker , J Deng , Yale university School of Medicine, New Haven, CT
MO-K-KDBRC-2BEST IN PHYSICS (JOINT IMAGING-THERAPY): Deep Learning Mapping of CT to MRI for Longitudinal Tracking of Lung Tumors for MRI-Guided Radiotherapy
J Jiang*, Y Hu , N Tyagi , P Zhang , A Rimner , J Deasy , G Mageras , H Veeraraghavan , Memorial Sloan-Kettering Cancer Center, New York, NY
SU-E-KDBRC-6A Comparison of Two Deep Learning Architectures to Automatically Define Patient-Specific Beam Apertures
C Cardenas1*, B Anderson1 , L Zhang1 , A Jhingran1 , H Simonds2 , J Yang1 , K Brock1 , A Klopp1 , B Beadle3 , L Court1 , K Kisling1 , (1) The University of Texas MD Anderson Cancer Center, Houston, TX (2) Stellenbosch University, Stellenbosch, South Africa (3) Stanford University, Stanford, CA
SU-H430-GePD-F5-6Prediction of Tumor Progression in Locally Advanced Non-Small Cell Lung Cancer Using Standardized Uptake Values From Thoracic PET/CT Images
J M Luna1*, D Kontos1 , K A Cengel1 , C B Simone II 2 , E S Diffenderfer1 , (1) University of Pennsylvania, Philadelphia, Pennsylvania, (2) University of Maryland School of Medicine, Baltimore, Maryland
SU-I-GPD-T-64A Study of Probability Distribution of Patient Setup Time in External Photon-Beam Treatment
M Law*, C Cheung , M Lee , K Tang , S Chow , L Lee , M Wong , S Yoo , P Nam , J Lee , S Yu , Hong Kong Sanatorium & Hospital, Hong Kong
SU-I-GPD-T-81A Recurrent Neural Network for Xerostomia Prediction in Head and Neck Cancer From Daily CBCT Images
H.H. Tseng1*, B Rosen1 , K Brock2 , A Eisbruch1 , M Mierzwa1 , J.T. Chien3 , R Ten Haken1 , I El Naqa1 , (1) University of Michigan, Ann Arbor, Ann Arbor, MI, (2) UT MD Anderson Cancer Center, Houston, TX, (3) National Chiao Tung University, Hsinchu, Taiwan
TU-C1030-GePD-F5-6Automatic Detection of Graticule Isocenter and Scale From KV and MV Images
J Yang1*, R Fang2 , W Du1 , L Court1 , (1) UT MD Anderson Cancer Center, Houston, TX, (2) Rice University, Houston, TX
TU-GH-KDBRC-4Development and Evaluation of a Total Variation Minimization Based Method for Suppressing Ring Artifacts in CBCT Images
T Alexeev*, B Kavanagh , M Miften , C Altunbas , University of Colorado School of Medicine, Aurora, CO
WE-C1030-GePD-F7-1A Machine Learning Framework for Predicting the Tumor Control Probability of Radiation Therapy Plans
E Lee1*, Y Cao2 , A Templeton3 , R Yao4 , J Chu5 , (1) Georgia Institute of Technology, Atlanta, GA, (2) Georgia Institute of Technology, Atlanta, GA, (3) Rush University Medical Center, Chicago, IL, (4) Columbus Regional Healthcare, Columbus, GA, (5) Rush University Medical Center, Oak Brook, IL