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Yitan Zhu

Division of Data Science and Learning, Argonne National Laboratory, Argonne, IL, USA, University of Chicago Consortium for Advanced Science and Engineering, University of Chicago, Chicago, IL, USA

Learning Curves for Drug Response Prediction in Cancer Cell Lines


Nov 25, 2020
Alexander Partin, Thomas Brettin, Yvonne A. Evrard, Yitan Zhu, Hyunseung Yoo, Fangfang Xia, Songhao Jiang, Austin Clyde, Maulik Shukla, Michael Fonstein, James H. Doroshow, Rick Stevens

* 14 pages, 7 figures 

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Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response


May 13, 2020
Yitan Zhu, Thomas Brettin, Yvonne A. Evrard, Alexander Partin, Fangfang Xia, Maulik Shukla, Hyunseung Yoo, James H. Doroshow, Rick Stevens


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A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning


May 04, 2020
Austin Clyde, Tom Brettin, Alexander Partin, Maulik Shaulik, Hyunseung Yoo, Yvonne Evrard, Yitan Zhu, Fangfang Xia, Rick Stevens


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Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources


Dec 10, 2015
Yitan Zhu, Niya Wang, David J. Miller, Yue Wang

* 15 pages, 9 figures, 2 tables 

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