Ken Nagata, Ph.D.

Affiliations: 
2014 Computer Science University of California, Irvine, Irvine, CA 
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"Ken Nagata"

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Pierre Baldi grad student 2014 UC Irvine
 (Novel Machine Learning Approach for Protein Structure Prediction.)
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Publications

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Nagata K, Randall A, Baldi P. (2014) Incorporating post-translational modifications and unnatural amino acids into high-throughput modeling of protein structures. Bioinformatics (Oxford, England). 30: 1681-9
Di Lena P, Nagata K, Baldi P. (2012) Deep architectures for protein contact map prediction. Bioinformatics (Oxford, England). 28: 2449-57
Nagata K, Randall A, Baldi P. (2012) SIDEpro: a novel machine learning approach for the fast and accurate prediction of side-chain conformations. Proteins. 80: 142-53
Di Lena P, Nagata K, Baldi P. (2012) Deep spatio-temporal architectures and learning for protein structure prediction Advances in Neural Information Processing Systems. 1: 512-520
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