Date of Original Version

6-1-2011

Type

Article

PubMed ID

21587249

Rights Management

© 2011 Nature America, Inc.

Abstract or Description

Because of the complexity of biological systems, cutting-edge machine-learning methods will be critical for future drug development. In particular, machine-vision methods to extract detailed information from imaging assays and active-learning methods to guide experimentation will be required to overcome the dimensionality problem in drug development.

DOI

10.1038/nchembio.576

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Published In

Nature Chemical Biology, 7, 6, 327-330.