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Taxonomy: IM/TH- Informatics: Informatics in Therapy (general)

PO-GePV-M-13Treatment Management Selection of HPV-Positive Oropharynx Cancer Patients Using Artificial Intelligence On Electronic Medical Records and Radiomics
T Bejarano1*, Samuels2, I Mihaylov2, M (1) University of Virginia, Charlottesville, VA, (2) University of Miami, Miami, FL
PO-GePV-M-48Understanding Robustness of Deep Neural Network: A Comprehensive Robustness Analysis for a Deep Learning-Based Lung-Nodule Classification Model of CT Images with Respect to Image Noise
X Jia*, C Shen, The University of Texas Southwestern Medical Ctr, Dallas, TX
PO-GePV-M-201An Indoor Real-Time Location System (RTLS) to Improve Patient Safety and Clinical Workflow of Radiation Therapy
Y Yan*, G Tang, E Chambers, J Gillespie, C Wallace, T Chiu, A Pompos, A Godley, D Sher, K Westover, H Choy, R Timmerman, S Jiang, UT Southwestern Medical Center, Dallas, TX
PO-GePV-M-207Introduction of Automation in Radiation Treatment Plan Assignment and Daily Monitoring
J Beaudry, E Pinto, C Czmielewski, N Stein, B Leong, S Shen, C Della-Biancia, G Niyazov, L Cervino, A Damato*, Memorial Sloan Kettering Cancer Center, New York, NY
PO-GePV-M-208A Supplementary Management System for Personalized Ultra-Fractionated Stereotactic Adaptive Radiotherapy (PULSAR)
J Lin*, A Godley, R Timmerman, D Sher, J Wu, G Tang, Y Yan, The University of Texas Southwestern Medical Ctr, Dallas, TX
PO-GePV-P-11Optimizing Quality Assurance with Total QA® Implementation
R Sullivan1*, D Bridges2, X Zhao3, Y Yuan4, S Shen5, R Popple6, (1) University of Alabama in Birmingham, Homewood, AL, (2) University of Alabama at Birmingham, Birmingham, AL, (3) University of Alabama - Birmingham, Birmingham, AL, (4) Medstar Georgetown University Hospital, Washington Dc, DC, (5) University of Alabama Birmingham, Birmingham, AL, (6) University of Alabama Birmingham, Birmingham, AL
PO-GePV-T-145Validation of Radiochromic.com Gamma Analysis Software
I Mendez1*, J Rovira Escutia2, B Casar1, (1) Institute of Oncology Ljubljana, Ljubljana, 061, SI, (2) Centro Nacional De Dosimetria. Ingesa, Valencia, ES
PO-GePV-T-155Challenges On Implementing An Hybrid AI-And-Rules Based Plan Check Tool in Clinical Practice - a Pilot Study
S Luk*, E Ford, M Kim, M Phillips, K Hendrickson, A Kalet, University of Washington, Seattle, WA
PO-GePV-T-163Efficiency Analysis of the Automatic Plan Printing Application
J Park1*, K O'grady1, L KUO1, W Fong1, W Yan2, R Lalonde3, L Cervino1, (1) Memorial Sloan Kettering Cancer Center, New York, NY (2) Carnegie Mellon University, Pittsburgh, PA, (3) University of Pittsburgh Medical Center, Pittsburgh, PA
TH-F-TRACK 5-2A Real-Time Surveillance System to Improve the Safety of MRI in Radiation Oncology
G Tang*, P Medin, A Pompos, S Jiang, Y Yan, UT Southwestern Medical Center, Dallas, TX
TH-F-TRACK 5-5Prescription Tradeoff Decision Support for Pancreas SBRT: From Templates to Artificial Intelligence Models
Y Xie1*, R Li1, W Wang1, M Hito2, L Zhang3, W Giles1, H Stephens1, Q Wu1, F Yin1, Y Ge4, Q Wu1, Y Sheng1, (1) Duke University Medical Center, Durham, NC, (2) Princeton University, ,,(3) North Carolina State University, ,,(4) University of North Carolina at Charlotte, Charlotte, NC
TU-IePD-TRACK 4-2A Federated Database Design for Pediatric Outcomes Modelling
J Becksfort*, L Wilson, F Xie, R John, F Pirlepesov, I Igrutinovic, J Lucas, A Faught, St. Jude Children's Research Hospital, Memphis, TN
TU-IePD-TRACK 4-3Integrated Structure Name Mapping with CNN
P Bose1*, W Sleeman2, S Srinivasan3, J Palta4, R Kapoor5, P Ghosh6, (1) Virginia Commonwealth University,Richmond, VA, (2) Virginia Commonwealth University, Richmond, VA, (3) Virginia Commonwealth University,Richmond, VA, (4) Virginia Commonwealth University, Richmond, VA, (5) VCU Health System, Richmond, VA, (6) Virginia Commonwealth University, Richmond, VA,
TU-IePD-TRACK 4-7Radiation Therapy Ontology: Report of AAPM Working Group
M Phillips1*, J Bona2, A Dekker3, P Gabriel4, C Mayo5, (1) University of Washington, Seattle, WA, (2) University Of Arkansas, ,,(3) Maastro Clinic, Maastricht, ,NL, (4) University of Pennsylvania, Philadelphia, PA, (5) University of Michigan, Ann Arbor, MI
WE-F-TRACK 6-1A Bilateral Neural Network for Loco-Regional Recurrence Prediction in Head and Neck Squamous Cell Cancer
L Chen*, K Wang, C Shen, D Sher, J Wang, UT Southwestern Medical Center, Dallas, TX

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