Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii
Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii
About this item
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Author / Creator
Liu, Gary , Catacutan, Denise B. , Rathod, Khushi , Swanson, Kyle , Jin, Wengong , Mohammed, Jody C. , Chiappino-Pepe, Anush , Syed, Saad A. , Fragis, Meghan , Rachwalski, Kenneth , Magolan, Jakob , Surette, Michael G. , Coombes, Brian K. , Jaakkola, Tommi , Barzilay, Regina , Collins, James J. and Stokes, Jonathan M.
Publisher
New York: Nature Publishing Group US
Journal title
Language
English
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Publication information
Publisher
New York: Nature Publishing Group US
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Scope and Contents
Contents
Acinetobacter baumannii
is a nosocomial Gram-negative pathogen that often displays multidrug resistance. Discovering new antibiotics against
A. baumannii
has proven challenging through conventional screening approaches. Fortunately, machine learning methods allow for the rapid exploration of chemical space, increasing the probability of di...
Alternative Titles
Full title
Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_proquest_miscellaneous_2820025097
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2820025097
Other Identifiers
ISSN
1552-4450,1552-4469
E-ISSN
1552-4469
DOI
10.1038/s41589-023-01349-8
