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Machine Learning for Integrating Data in Biology and Medicine: Principles, Practice, and Opportunities

New technologies have enabled the investigation of biology and human health at an unprecedented scale and in multiple dimensions. These dimensions include myriad properties describing genome, epigenome, transcriptome, microbiome, phenotype, and lifestyle. No single data type, however, can capture th...

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Podrobná bibliografie
Vydáno v:Inf Fusion
Hlavní autoři: Zitnik, Marinka, Nguyen, Francis, Wang, Bo, Leskovec, Jure, Goldenberg, Anna, Hoffman, Michael M.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6242341/
https://ncbi.nlm.nih.gov/pubmed/30467459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.inffus.2018.09.012
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