Moderator: Joseph Deasy, Memorial Sloan Kettering Cancer Center
Moderator: Geoffrey Hugo, Washington University School of Medicine
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| Tuesday
7:30 AM | TU-AB-SAN2-1 : Deep Learning Model for the Detection of Setup Errors in Planar X-Ray Images
J.Lamb*, R.Petragallo, D.Low |
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| Tuesday
7:40 AM | TU-AB-SAN2-2 : Deep Spatial Pyramid Convolutional Framework-Based MR-Only Breast Radiation Therapy
S.Olberg*, W.Kennedy, J.Chun, A.Marko, V.Rodriguez, I.Zoberi,
M.Thomas, J.Kim, S.Mutic, O.Green, J.Park |
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| Tuesday
7:50 AM | TU-AB-SAN2-3 : A Deep Learning Method for Xerostomia Prediction in Head-And-Neck Radiotherapy
K.Men*, H.Geng, H.Zhong, Y.Fan, A.Lin, Y.Xiao |
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| Tuesday
8:00 AM | TU-AB-SAN2-4 : Multi-Branch Convolutional Neural Network Combines Unregistered PET and CT Images for Head & Neck Cancer Outcome Prediction
A.Diamant*, A.Chatterjee, M.Vallieres, G.Shenouda, J.Seuntjens |
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| Tuesday
8:10 AM | TU-AB-SAN2-5 : Automatic Abdominal Multi-Organ Segmentation From MRI Using Deeply Supervised DenseNet
N.Tong*, S.Gou, K.Sheng, M.Cao |
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| Tuesday
8:20 AM | TU-AB-SAN2-6 : A General Framework of Delta-Radiomics for Treatment Response Prediction
H.Nasief*, X.Li |
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| Tuesday
8:30 AM | TU-AB-SAN2-7 : Development and Validation of Deep Learning Segmentation Network for Cardio-Pulmonary Substructure Segmentation
R.Haq*, A.Hotca-Cho, A.Apte, A.Rimner, J.Deasy, M.Thor |
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| Tuesday
8:40 AM | TU-AB-SAN2-8 : Intratumoral and Peritumoral CT Radiomic Modeling to Predict Treatment Failure of Early Stage Non-Small Cell Lung Cancers
K.Lafata*, Y.Gao, Y.Chang, C.Wang, C.Kelsey, F.Yin |
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| Tuesday
8:50 AM | TU-AB-SAN2-9 : Investigating Radiomics to Predict Positive Lymph Nodes in Oral Cavity Squamous Cell Carcinoma (OSCC)
A.Traverso*, A.Hosni-Abdalaty, M.Hasan, J.Kim, J.Ringash, J.Cho,
S.Bratman, A.Bailey, J.Waldron, M.Welch, J.Irish,
B.O'Sullivan, J.De Almeida, M.Giuliani, D.Chepeha, D.Goldstein,
D.Jaffray, L.Wee, A.Dekker, A.Hope |
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| Tuesday
9:00 AM | TU-AB-SAN2-10 : Robustness of Conditional Generative Adversarial Networks in Generating Head and Neck Synthetic CT Images for MR-Only Radiotherapy Treatment Planning
P.Klages*, I.Benslimane, S.Riyahi, J.Jiang, M.Hunt, J.Deasy,
H.Veeraraghavan, N.Tyagi |
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| Tuesday
9:10 AM | TU-AB-SAN2-11 : ComBat Harmonization for Radiomcs Studies with CT Images
R.Mahon*, M.Ghita, G.Hugo, E.Weiss |
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| Tuesday
9:20 AM | TU-AB-SAN2-12 : Identifying Oropharyngeal Clinical Target Volumes Delineation Patterns From Peer-Reviewed Clinical Delineations Via Cascade 3D Fully-Convolutional Networks
C.Cardenas*, J.Yang, A.Mohamed, C.Fuller, B.Beadle, A.Garden,
L.Court |
