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Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy


Jun 18, 2021
Donghoon Lee, Sadegh R Alam, Jue Jiang, Pengpeng Zhang, Saad Nadeem, Yu-Chi Hu

* Medical Physics 2021, Saad Nadeem and Yu-Chi Hu contributed equally 

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Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation


Mar 09, 2021
Navdeep Dahiya, Sadegh R Alam, Pengpeng Zhang, Si-Yuan Zhang, Anthony Yezzi, Saad Nadeem

* 21 pages, 6 figures 

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Generalizable Cone Beam CT Esophagus Segmentation Using In Silico Data Augmentation


Jun 28, 2020
Sadegh R Alam, Tianfang Li, Si-Yuan Zhang, Pengpeng Zhang, Saad Nadeem

* 13 pages, 7 figures 

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Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets


Feb 27, 2019
Jue Jiang, Yu-Chi Hu, Neelam Tyagi, Pengpeng Zhang, Andreas Rimner, Joseph O. Deasy, Harini Veeraraghavan

* Submitted to Medical Physics 

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