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AI/ML Autoplanning, Autosegmentation, and Image Processing IISunday - 7/10/2022Ballroom B
Multi-Disciplinary SNAP Oral2:00 PM - 3:00 PM

Moderator 1: Ross Berbeco

Moderator 2: Qing-Rong Jackie Wu

2:00 PM
SU-F-BRB-1 : Adversarial Attacks On a Regression Based Deep Registration Network
F. Li*, W. Cai, X. He, J. Moran, L. Cervino, T. Li, X. Li
2:07 PM
SU-F-BRB-2 : Automated Pipeline for Prostate Auto-Contouring and VMAT Planning
M. El Basha*, Q. Nguyen, D. Fuentes, J. Pollard-Larkin, F. Poenisch, Z. Yu, S. Frank, C. Cardenas, C. Nguyen, A. Olanrewaju, C. Tang, A. Aggarwal, S. Shah, L. Court
2:14 PM
SU-F-BRB-3 : Automatic Image and Contour Augmentation for Deep Learning Auto-Segmentation of Complex Anatomy
N. Dang*, Y. Zhang, A. Amjad, J. Ding, C. Sarosiek, X. Li
2:21 PM
SU-F-BRB-5 : Deep Learning-Based Auto Segmentation Using Generative Adversarial Network On Magnetic Resonance Images for Head and Neck Cancer
D. Kawahara*, A. Saito, Y. Nagata
2:28 PM
SU-F-BRB-6 : Is Public Data Enough? A Comparison of Public and Institutional Deep Learning Models for Segmentation of 17 Organs-At-Risk in the Head and Neck
B. Clark*, N. Hardcastle, P. Jackson, L. Johnston, J. Korte
2:35 PM
SU-F-BRB-7 : Radiation Oncology Enterprise-Wide Performance Evaluation of Commercial AI-Based Automated Image Segmentation Software Solutions
D. Maes*, E. Gates, P. Forouzannezhad, J. Kang, A. Lim, M. Lavilla, D. Melancon, B. Nguyen, Y. Tseng, E. Weg, J. Meyer, S. Bowen
2:42 PM
SU-F-BRB-8 : Synthesizing Continuous 4D Respiratory Motion Using a Conditional Registration Network
Y. Sang*, D. Ruan
2:49 PM
SU-F-BRB-9 : Longitudinal Monitoring of Esophageal Expansion to Capture Acute Esophagitis Prior to Its Onset
H. Veeraraghavan*, J. Jiang, A. Rimner, J. Deasy, M. Thor