Moderator 1: Martha Matuszak, University of Michigan
Moderator 2: Cheryl Duzenli, British Columbia Cancer Agency
|
| Tuesday
1:00 PM | TU-CD-TRACK 2-1 : Application of Quantum Reinforcement Learning and Deep Neural Network for Radiotherapy Clinical Decision Support
D.Niraula*, J.Jamaluddin, R.Ten Haken, I.El Naqa |
|
| Tuesday
1:08 PM | TU-CD-TRACK 2-2 : Integrating Multi-Omics Information in Deep Learning Architecture for Joint Actuarial Outcome Prediction in Non-Small-Cell Lung Cancer Patients After Radiation Therapy
S.Cui*, R.Ten Haken, I.El Naqa |
|
| Tuesday
1:16 PM | TU-CD-TRACK 2-3 : Radiomic Prediction of Radiation Pneumonitis On Pretreatment Planning CT Images of Lung Cancer Patients Receiving Stereotactic Body Radiation Therapy
T.Hirose*, H.Arimura, K.Ninomiya, T.Yoshitake, J.Fukunaga, Y.Shioyama |
|
| Tuesday
1:24 PM | TU-CD-TRACK 2-4 : Radiomics-Dosiomics Approach Improves Prediction of Radiation Pneumonitis Compared to DVH Data in Lung Cancer Patients
N.Chopra*, T.Dou, G.Sharp, E.Sajo, R.Mak |
|
| Tuesday
1:32 PM | TU-CD-TRACK 2-5 : Comparing V/Q SPECT Dose-Function Metrics with Regard to Radiation-Induced Lung Toxicity in NSCLC Patients Undergoing RT
D.Owen*, Y.Sun, B.Viglianti, I.El Naqa, J.Balter, S.Jolly,
R.Ten Haken, F.Kong, M.Matuszak |
|
| Tuesday
1:40 PM | TU-CD-TRACK 2-6 : Quantitative Characterization of Tumor Proximity to Stem Cell Niches: Implications On Recurrence and Survival in GBM Patients
Y.Lao*, A.Pham, T.Wang, J.Cui, H.Gallogly, E.Chang,
Z.Fan, K.Sheng, W.Yang |
|
| Tuesday
1:48 PM | TU-CD-TRACK 2-7 : Subregion-Based Radiomic Analysis of Preoperative Multi-Modal MR Images for Improving Glioblastoma Survival Outcome Prediction
J.Fu*, K.Singhrao, D.Ruan, X.Qi, J.Lewis |
|
| Tuesday
1:56 PM | TU-CD-TRACK 2-8 : Normalizing Delta Radiomics for Early Prediction of Treatment Response During Chemoradiation Therapy of Pancreatic Cancer
H.Nasief*, W.Hall, B.Erickson, X.Li |
|
| Tuesday
2:04 PM | TU-CD-TRACK 2-9 : The Association Between Clinical Factors and Biochemical Outcome for High-Risk Prostate Cancer Patients
L.Sun*, H.Quon, V.Tran, P.Chen, C.Kirkby, W.Smith |
|
| Tuesday
2:12 PM | TU-CD-TRACK 2-10 : Peripheral Lymphocyte-Monocyte Ratio and PET Imaging for Predicting Chemoradiotherapy Response in Patients with Anal Cancer
Y.Yue*, K.Huang, Y.Le, P.Maxim, S.Ellsworth, |
|
| Tuesday
2:20 PM | TU-CD-TRACK 2-11 : A Deep Triplet Network with Cox Regression for Survival Prediction From Magnetic Resonance Imaging (MRI) in Patients with Soft Tissue Sarcoma
P.Thammasorn, S.Schaub, D.Hippe, M.Spraker, J.Peeken, L.Wootton,
P.Kinahan, S.Combs, W.Chaovalitwongse, M.Nyflot* |
|
| Tuesday
2:28 PM | TU-CD-TRACK 2-12 : Longitudinal MRI Based Radiomics: Classifying Rectal Cancer Response to Radiation Therapy
A.Chen*, Y.Gao, Y.Yang, P.Hu |
|
| Tuesday
2:36 PM | TU-CD-TRACK 2-13 : Detection of Radiation Induced Bone Marrow Damage in a Swine Model Through PET, MRI and Dual Energy CT
M.Lawless*, J.Huang, J.Bayouth, K.Li, A.McMillan, A.Pirasteh,
J.Meudt, D.Shanmuganayagam, S.REEDER, J.Miller |
|
| Tuesday
2:44 PM | TU-CD-TRACK 2-14 : Assessment of Spatial Dosimetric Resolution for Voxel-Based Analyses in Radiation Oncology: How Much Radiobiological Detail Can We Find Out From a Cohort of Patients Treated with a Given Radiation Therapy Technique?
R.Mohan*, S.Monti, A.Stanzione, R.Pacelli, Z.Liao, J.Deasy,
G.Palma, L.Cella |
|
| Tuesday
2:52 PM | TU-CD-TRACK 2-15 : Effect of Deformable PET/CT Image Registration Uncertainty On Intratumoral Dose Response Assessment
S.Chen*, A.Qin, D.Krauss, D.Yan |
