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Data integration: Challenges for drug discovery

delete2005-01-01
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David B. Searls
DOI:10.1038/nrd1608delete
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摘要

摘要

En 中文
The effective integration of data and knowledge from many disparate sources will be crucial to future drug discovery. Data integration is a key element of conducting scientific investigations with modern platform technologies, managing increasingly complex discovery portfolios and processes, and fully realizing economies of scale in large enterprises. However, viewing data integration as simply an 'IT problem' underestimates the novel and serious scientific and management challenges it embodies - challenges that could require significant methodological and even cultural changes in our approach to data.
Keyword:
DIFFERENTIALLY-EXPRESSED GENES
PROTEIN-PROTEIN INTERACTIONS
INDEPENDENT COMPONENT ANALYSIS
MICROARRAY DATA
STATISTICAL-METHODS
MESSENGER-RNA
NETWORK
KNOWLEDGE
BIOLOGY
INFORMATION
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期刊

Nature Reviews Drug Discovery 封面图
Nature Reviews Drug Discovery
IF:
101.8
论文数:
5.1K
被引数:
5.3W

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