Moderator: Dan Nguyen, UT Southwestern Medical Center
Moderator: Yunfeng Cui, Duke University Medical Center
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| Sunday
2:00 PM | SU-F-SAN2-1 : CBCT Image Quality Augmentation Using Deep Learning Models: A Comparison Study
Y.Zhao*, Z.Jiang, X.Teng, L.Ren |
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| Sunday
2:07 PM | SU-F-SAN2-2 : AI-Seg: An Artificial Intelligence (AI)-Based Automatic Organs at Risk(OAR) Contouring Platform for Head and Neck Cancer (H&N) Radiotherapy
J.Wu*, P.Lynch, J.Shah, W.Lu, X.Gu |
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| Sunday
2:14 PM | SU-F-SAN2-3 : Deep Learning in the Task of Detecting Coronary Artery Calcifications On Low-Dose Thoracic CTs
J.Fuhrman*, R.Yip, C.Henschke, D.Yankelevitz, M.Giger |
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| Sunday
2:21 PM | SU-F-SAN2-4 : Feasibility of CT-Only 3D Dose Prediction for VMAT Prostate Plans Using Deep Learning
S.Willems*, W.Crijns, E.Sterpin, K.Haustermans, F.Maes |
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| Sunday
2:28 PM | SU-F-SAN2-5 : Improving the Robustness of a Deep Learning Based Thoracic CT Segmentation Algorithm (DLSeg)
Q.Chen*, X.Feng, M.Bernard |
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| Sunday
2:35 PM | SU-F-SAN2-6 : Quality-Guided Deep Reinforcement Learning for Parameter Tuning in Iterative CT Reconstruction
C.Shen*, Y.Gonzalez, L.Chen, S.Jiang, X.Jia |
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| Sunday
2:42 PM | SU-F-SAN2-7 : Development of DL-Based Automatic Multi-Organ Segmentation Feature in a New TPS, DeepPlan
Q.Zhang*, X.Li, H.Wu, Z.Peng, Y.Song, Y.Chang,
X.Xu, X.Pei |
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| Sunday
2:49 PM | SU-F-SAN2-8 : Hybrid Virtual MRI/CBCT Generation Using An Unsupervised Convolutional Neural Network (CNN) with Transfer Learning
Y.Chen*, F.Yin, L.Ren |
