Moderator 1: Joseph Stayman, Johns Hopkins University
Moderator 2: Kirsten Lee Boedeker, Canon Medical Systems Corporation
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| Sunday 3:30 PM | SU-E-TRACK 1-1 : BEST IN PHYSICS (IMAGING): Comparison of Loss Functions in Dual-Domain Convolutional Neural Networks for Low-Dose CT Enhancement K.Chung*, R.Souza, R.Frayne, T.Lee |
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| Sunday 3:38 PM | SU-E-TRACK 1-2 : Phantom-Based Training Framework for Deep Convolutional Neural Network CT Noise Reduction N.Huber*, A.Missert, H.Gong, S.Leng, L.Yu, C.McCollough |
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| Sunday 3:46 PM | SU-E-TRACK 1-3 : Machine Learning and Texture Analysis of Thoracic X-Ray Computed Tomography to Reveal Subclinical Emphysema M.Sharma*, A.Westcott, J.Macneil, D.McCormack, G.Parraga |
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| Sunday 3:54 PM | SU-E-TRACK 1-4 : Modeling and Recovering Gray-Level Co-Occurrence-Based Radiomics in the Presence of Blur and Noise G.Gang*, J.Stayman |
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| Sunday 4:02 PM | SU-E-TRACK 1-5 : Realistic Lesion Generation Using Generative Adversarial Networks and Radiomics Supervision S.Pan*, J.Stayman, C.Lin, G.Gang |
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| Sunday 4:10 PM | SU-E-TRACK 1-6 : Assessment of Longitudinal Variation of Measured Synthetic Lung Nodule Volumes in Anthropomorphic Phantom Using Standard Chest and Screening CT Protocols M.Supanich*, N.Chavez, E.Byrne |
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| Sunday 4:18 PM | SU-E-TRACK 1-7 : An Optimal Timing Protocol for Improved CT Pulmonary Angiography Y.Zhao*, L.Hubbard, S.Malkasian, P.Abbona, S.Molloi |