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Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks


Apr 03, 2019
Anirban Bhattacharjee, Yogesh Barve, Shweta Khare, Shunxing Bao, Aniruddha Gokhale, Thomas Damiano

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3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles


Mar 28, 2019
Yuankai Huo, Zhoubing Xu, Yunxi Xiong, Katherine Aboud, Prasanna Parvathaneni, Shunxing Bao, Camilo Bermudez, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman

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Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics


Feb 21, 2019
Jiachen Wang, Riqiang Gao, Yuankai Huo, Shunxing Bao, Yunxi Xiong, Sanja L. Antic, Travis J. Osterman, Pierre P. Massion, Bennett A. Landman

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* SPIE Medical Image, oral presentation 

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Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network


Dec 10, 2018
Cailey I. Kerley, Yuankai Huo, Shikha Chaganti, Shunxing Bao, Mayur B. Patel, Bennett A. Landman

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* Accepted for SPIE: Medical Imaging 2019 

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Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning


Nov 10, 2018
Yuankai Huo, James G. Terry, Jiachen Wang, Vishwesh Nath, Camilo Bermudez, Shunxing Bao, Prasanna Parvathaneni, J. Jeffery Carr, Bennett A. Landman

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* Accepted by SPIE medical imaging 2019 

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Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks


Nov 09, 2018
Yuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Hyeonsoo Moon, Prasanna Parvathaneni, Tamara K. Moyo, Michael R. Savona, Albert Assad, Richard G. Abramson, Bennett A. Landman

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* Accepted by IEEE Transactions on Medical Imaging 

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SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth


Oct 15, 2018
Yuankai Huo, Zhoubing Xu, Hyeonsoo Moon, Shunxing Bao, Albert Assad, Tamara K. Moyo, Michael R. Savona, Richard G. Abramson, Bennett A. Landman

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* Accepted by IEEE Transactions on Medical Imaging (TMI) 

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Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data


Jun 05, 2018
Yuankai Huo, Zhoubing Xu, Katherine Aboud, Prasanna Parvathaneni, Shunxing Bao, Camilo Bermudez, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman

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* To appear in MICCAI2018 

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Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth


Dec 20, 2017
Yuankai Huo, Zhoubing Xu, Shunxing Bao, Albert Assad, Richard G. Abramson, Bennett A. Landman

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* IEEE International Symposium on Biomedical Imaging (ISBI) 2018 

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Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation


Dec 02, 2017
Yuankai Huo, Shunxing Bao, Prasanna Parvathaneni, Bennett A. Landman

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* SPIE Medical Imaging 2018 

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