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Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks

Jun 15, 2021
Maryam Mashayekhi, Itzel Ramirez Tapia, Anjali Balagopal, Xinran Zhong, Azar Sadeghnejad Barkousaraie, Rafe McBeth, Mu-Han Lin, Steve Jiang, Dan Nguyen

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Automatic Prostate Zonal Segmentation Using Fully Convolutional Network with Feature Pyramid Attention

Oct 31, 2019
Yongkai Liu, Guang Yang, Sohrab Afshari Mirak, Melina Hosseiny, Afshin Azadikhah, Xinran Zhong, Robert E. Reiter, Yeejin Lee, Steven Raman, Kyunghyun Sung

* Has been accepted by IEEE Access 

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Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI

Oct 05, 2019
Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven Raman, Kyung hyun Sung

* 6 pages, 5 figures, 2019 International Conference on Computer Vision - Visual Recognition for Medical Images Workshop 

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Deep Learning-based Radiomic Features for Improving Neoadjuvant Chemoradiation Response Prediction in Locally Advanced Rectal Cancer

Sep 09, 2019
Jie Fu, Xinran Zhong, Ning Li, Ritchell Van Dams, John Lewis, Kyunghyun Sung, Ann C. Raldow, Jing Jin, X. Sharon Qi

* Review in progress 

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