Date of Original Version
© 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.
Nature Chemical Biology, 7, 6, 327-330.