Image-based profiling for drug discovery: due for a machine-learning upgrade?
Image-based profiling for drug discovery: due for a machine-learning upgrade?
About this item
Full title
Author / Creator
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Image-based profiling is a maturing strategy by which the rich information present in biological images is reduced to a multidimensional profile, a collection of extracted image-based features. These profiles can be mined for relevant patterns, revealing unexpected biological activity that is useful for many steps in the drug discovery process. Suc...
Alternative Titles
Full title
Image-based profiling for drug discovery: due for a machine-learning upgrade?
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7754181
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7754181
Other Identifiers
ISSN
1474-1776,1474-1784
E-ISSN
1474-1784
DOI
10.1038/s41573-020-00117-w
