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A community effort to assess and improve drug sensitivity prediction algorithms
A community effort to assess and improve drug sensitivity prediction algorithms
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A community effort to assess and improve drug sensitivity prediction algorithms

Costello, James C ; Heiser, Laura M ; Georgii, Elisabeth ; Gönen, Mehmet ; Menden, Michael P ; Wang, Nicholas J ; Bansal, Mukesh ; Ammad-ud-din, Muhammad ; Hintsanen, Petteri ; Khan, Suleiman A ; Mpindi, John-Patrick ; Kallioniemi, Olli ; Honkela, Antti ; Aittokallio, Tero ; Wennerberg, Krister ; Collins, James J ; Gallahan, Dan ; Singer, Dinah ; Saez-Rodriguez, Julio ; Kaski, Samuel ; Gray, Joe W ; Stolovitzky, Gustavo

Nature biotechnology, 2014-12, Vol.32 (12), p.1202-1212 [Periódico revisado por pares]

United States: Nature Publishing Group

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Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression
Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression
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Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression

Ammad-Ud-Din, Muhammad ; Khan, Suleiman A ; Wennerberg, Krister ; Aittokallio, Tero

Bioinformatics (Oxford, England), 2017-07, Vol.33 (14), p.i359-i368 [Periódico revisado por pares]

England: Oxford University Press

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Prediction of human population responses to toxic compounds by a collaborative competition
Prediction of human population responses to toxic compounds by a collaborative competition
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Prediction of human population responses to toxic compounds by a collaborative competition

Eduati, Federica ; Mangravite, Lara M ; Wang, Tao ; Tang, Hao ; Bare, J Christopher ; Huang, Ruili ; Norman, Thea ; Kellen, Mike ; Menden, Michael P ; Yang, Jichen ; Zhan, Xiaowei ; Zhong, Rui ; Xiao, Guanghua ; Xia, Menghang ; Abdo, Nour ; Kosyk, Oksana ; Friend, Stephen ; Dearry, Allen ; Simeonov, Anton ; Tice, Raymond R ; Rusyn, Ivan ; Wright, Fred A ; Stolovitzky, Gustavo ; Xie, Yang ; Saez-Rodriguez, Julio

Nature biotechnology, 2015-09, Vol.33 (9), p.933-940 [Periódico revisado por pares]

United States: Nature Publishing Group

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