Author

Charlotte I. Lynch

University of OxfordORCID 0000-0001-6619-6331Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Dylan AdlardiD· 1 shared Philip William FowleriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperMicrobiology

Dylan AdlardORCID

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1 paper

Recent·Most cited

Predicting rifampicin resistance in M. tuberculosis using machine learning informed by protein structural and chemical features.

Charlotte I. Lynch, Dylan Adlard, Philip William Fowler

This study trains machine learning models to predict rifampicin resistance in M. tuberculosis based on structural and chemical features of rpoB mutations, achieving moderate accuracy.

ERJ Open Research · Jan 16, 2025Peer-reviewedMicrobiology