Moderator: Joseph Deasy, Memorial Sloan Kettering Cancer Center
Moderator: Maryellen Giger, University of Chicago
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| Tuesday
1:45 PM | TU-HI-SAN2-1 : A Novel Semantic CT Segmentation Algorithm Using Boosted Attention-Aware Convolutional Neural Networks
V.Kearney*, J.Chan, T.Wang, A.Perry, S.Yom, T.Solberg |
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| Tuesday
1:55 PM | TU-HI-SAN2-2 : Artificial Intelligence-Driven Pancreas Stereotactic Body Radiation Therapy (SBRT) Treatment Planning
J.Zhang*, Y.Ge, C.Wang, Y.Sheng, M.Palta, B.Czito,
C.Willet, F.Yin, Q.Wu |
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| Tuesday
2:05 PM | TU-HI-SAN2-3 : Deep Learning for Rapid Deformable Image Registration of Liver CT Scans
B.Anderson*, G.Cazoulat, E.Lin, B.Odisio, K.Brock |
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| Tuesday
2:15 PM | TU-HI-SAN2-4 : Chest Multiorgan Segmentation of CT Images with U-Net-GAN
X.Dong, Y.Lei, T.Wang, M.Thomas*, L.Tang, W.Curran,
T.Liu, X.Yang |
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| Tuesday
2:25 PM | TU-HI-SAN2-5 : Deep Learning MC: Fast CNN-Based Prediction of Monte Carlo Dose for MR-Guided Treatment Planning
R.Neph*, Y.Huang, Y.Yang, K.Sheng |
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| Tuesday
2:35 PM | TU-HI-SAN2-6 : Delta-Radiomics and Tumor Characteristic Factors as a Combined Biomarker for Chemoradiation Therapy of Locally Advanced Pancreatic Cancer
H.Nasief*, W.Hall, C.Zheng, S.Tsai, L.Wang, B.Erickson,
X.Li |
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| Tuesday
2:45 PM | TU-HI-SAN2-7 : Design of a Deep Learning Algorithm to Track Intrafractional Lung Tumor Motion Via the On-Board KV Imaging System
C.Wang*, M.Hunt, L.Zhang, A.Rimner, E.Yorke, D.Lovelock,
X.Li, T.Li, G.Mageras, P.Zhang |
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| Tuesday
2:55 PM | TU-HI-SAN2-8 : Longitudinal Segmentation of Parotid Gland Changes From MRI Through Unsupervised Cross-Modality Deep Learning Through Structure-Specific Appearance Constraints
J.Jiang*, H.Um, Y.Hu, N.Tyagi, C.Wang, N.Lee,
J.Deasy, S.Berry, H.Veeraraghavan |
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| Tuesday
3:05 PM | TU-HI-SAN2-9 : Multiparametric Breast MRI Radiomics in Distinguishing Between Benign and Malignant Breast Lesions
Q.Hu*, H.Whitney, A.Edwards, J.Papaioannou, M.Giger |
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| Tuesday
3:15 PM | TU-HI-SAN2-10 : Operating a Treatment Planning System Using a Deep-Reinforcement-Learning Based Virtual Treatment Planner for Intensity-Modulated Radiation Therapy Treatment Planning
C.Shen*, D.Nguyen, Y.Gonzalez, L.Chen, S.Jiang, X.Jia |
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| Tuesday
3:25 PM | TU-HI-SAN2-11 : Evaluating Robustness of Deep Learning Based Lung Nodule Classification
M.Tsai*, C.Shen, X.Jia |
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| Tuesday
3:35 PM | TU-HI-SAN2-12 : Sub-Region Based Radiomics Analysis for Survival Prediction in Esophageal Tumors Treated by Radiotherapy
P.Yang*, L.Xu, Z.Cao, Y.Jiang, Y.Xue, C.Luo,
S.Wu, Y.Kuang, T.Niu |
