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Fowler Lab
Fowler Lab

Predicting antimicrobial resistance

Category: publication

New preprint: comparing different genetics analysis pipelines for tuberculosis

Philip Fowler, 13th January 202513th January 2025

Ruan Spies has done a careful systematic comparison of the current genetics pipelines that purport…

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antimicrobial resistance

New preprint: predicting rifampicin resistance

Philip Fowler, 16th August 202416th August 2024

In this preprint we train a series of machine learning models on protein mutations found…

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antimicrobial resistance

New paper: Quantitative drug susceptibility testing for M. tuberculosis using unassembled sequencing data and machine learning

Philip Fowler, 14th August 202414th August 2024

This is the last paper from the initial set of CRyPTIC publications following the project’s…

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antimicrobial resistance

New paper: predicting pyrazinamide resistance

Philip Fowler, 20th March 202420th March 2024

This paper has finally been published and you can find it here. It had a…

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antimicrobial resistance

New paper: detecting compensatory mutations in the RNAP of M. tuberculosis

Philip Fowler, 5th February 20245th February 2024

In this paper, by examining testing the association between mutations known to be associate with…

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antimicrobial resistance

New paper: quantitative measurement of effect of mutations on antibiotics in M. tuberculosis

Philip Fowler, 15th January 202415th January 2024

The CRyPTIC project played a major role in the release by the WHO of their…

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