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Image-Guided Treatment Response Modeling and AssessmentWednesday - 7/28/2021
Multi-Disciplinary Scientific Session4:30 PM - 5:30 PMTRACK 6

Moderator 1: Jing Wang, UT Southwestern Medical Center

Moderator 2: Neelam Tyagi, Memorial Sloan-Kettering Cancer Center

Wednesday
4:30 PM
WE-F-TRACK 6-1 : A 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
Wednesday
4:37 PM
WE-F-TRACK 6-2 : An Automated Multi-Objective Model with Hyperparameter Optimization for Treatment Outcome Prediction in Metastatic Melanoma
Z. Zhou, M. Zhou, Z. Wang, X. Chen*
Wednesday
4:44 PM
WE-F-TRACK 6-3 : Changes in Post-Treatment Cardiac PET Avidity Predict Overall Survival in Lung Cancer Patients Treated with Chemoradiation
T. Santangelo*, F. Forghani, C. Rusthoven, R. Castillo, E. Castillo, B. Jones, T. Guerrero, Y. Vinogradskiy
Wednesday
4:51 PM
WE-F-TRACK 6-4 : Measuring Radiation-Induced Changes in Perfusion with Dynamic Contrast-Enhanced 4DCT and Non-Contrast Lung Density Analysis in a Novel Swine Model
A. Wuschner*, E. Wallat, M. Flakus, J. Reinhardt, G. Christensen, A. Baschnagel, J. Bayouth
Wednesday
4:58 PM
WE-F-TRACK 6-5 : Quantitative Radiomics Approach to Assess Acute Radiation Dermatitis in Breast Cancer Patients
S. Park*, J. Park, J. Kim, C. Choi, J. Kim
Wednesday
5:05 PM
WE-F-TRACK 6-6 : Quantum Reinforcement and Deep Learning for Decision Support in Response-Adapted Lung Cancer Radiotherapy
D. Niraula*, J. Jamaluddin, M. Matuszak, R. Ten Haken, I. El Naqa
Wednesday
5:12 PM
WE-F-TRACK 6-7 : Computational Prediction of Symptomatic RP Based On Planning Computed Tomography Images Using Topologically Invariant Betti Numbers Prior to Stereotactic Body Radiation Therapy
K. Ninomiya*, H. Arimura, T. Yoshitake, T. Hirose, Y. Shioyama

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