Is Multitask Deep Learning Practical for Pharma?

Multitask deep learning has emerged as a powerful tool for computational drug discovery. However, despite a number of preliminary studies, multitask deep networks have yet to be widely deployed in the pharmaceutical and biotech industries. This lack of acceptance stems from both software difficultie...

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Vydané v:	Journal of chemical information and modeling Ročník 57; číslo 8; s. 2068
Hlavní autori:	Ramsundar, Bharath, Liu, Bowen, Wu, Zhenqin, Verras, Andreas, Tudor, Matthew, Sheridan, Robert P, Pande, Vijay
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 28.08.2017
Predmet:	Absorption, Radiation Drug Discovery - methods Inhibitory Concentration 50 Machine Learning Protein Kinase Inhibitors - chemistry Protein Kinase Inhibitors - pharmacology Serine Proteinase Inhibitors - chemistry Serine Proteinase Inhibitors - pharmacology Software Ultraviolet Rays
ISSN:	1549-960X, 1549-960X
On-line prístup:	Zistit podrobnosti o prístupe
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