Author

Carl Edward Rasmussen

University of CambridgeORCID 0000-0001-8899-7850Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:statistical model· 1

Frequent Co-Authors

Andreas BenderiD· 1 shared Collette S. GuyiD· 1 shared Emily J. GeddesiD· 1 shared Jenny L. Littler· 1 shared Jonathan WhitesideiD· 1 shared Miguel García-OrtegóniD· 1 shared Sergio BacalladoiD· 1 shared Srijit SealiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Andreas BenderORCID

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1 paper

Recent·Most cited

BioinformaticsChemical SciencePeer-reviewedJan 1, 2025

Transfer learning enables discovery of sub-micromolar antibacterials for ESKAPE pathogens from ultra-large chemical spaces

Miguel García-Ortegón, Srijit Seal, Emily J. Geddes…·Sergio Bacallado

This paper uses transfer learning to identify potent antibacterials from large chemical libraries, finding 54% of tested compounds active against E. coli with sub-micromolar potency.

4 citations

E. colideep learning

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