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Staphylococcus aureus  
PLOS Computational Biology  
Bayesian modeling of the impact of antibiotic resistance on the efficiency of MRSA decolonization

Fanni Ojala, Mohamad R. Abdul Sater, Loren G. Miller, James A. McKinnell, Mary K. Hayden, Susan S. Huang, Yonatan H. Grad, Pekka Marttinen

Research Article | published 26 Oct 2023 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1010898

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Examining the impact of ICU population interaction structure on modeled colonization dynamics of Staphylococcus aureus

Matthew S. Mietchen, Christopher T. Short, Matthew Samore, Eric T. Lofgren, CDC Modeling Infectious Diseases in Healthcare Program (MInD-Healthcare)

Research Article | published 25 Jul 2022 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1010352

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Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis

Necati Esener, Alexandre Maciel-Guerra, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini

Research Article | published 11 Jun 2021 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1009108

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Modelling pathogen spread in a healthcare network: Indirect patient movements

Monika J. Piotrowska, Konrad Sakowski, André Karch, Hannan Tahir, Johannes Horn, Mirjam E. Kretzschmar, Rafael T. Mikolajczyk

Research Article | published 30 Nov 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1008442

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Predicting antimicrobial resistance using conserved genes

Marcus Nguyen, Robert Olson, Maulik Shukla, Margo VanOeffelen, James J. Davis

Research Article | published 19 Oct 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1008319

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Medusa: Software to build and analyze ensembles of genome-scale metabolic network reconstructions

Gregory L. Medlock, Thomas J. Moutinho, Jason A. Papin

Research Article | published 29 Apr 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1007847

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Machine learning with random subspace ensembles identifies antimicrobial resistance determinants from pan-genomes of three pathogens

Jason C. Hyun, Erol S. Kavvas, Jonathan M. Monk, Bernhard O. Palsson

Research Article | published 02 Mar 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1007608

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Where did you come from, where did you go: Refining metagenomic analysis tools for horizontal gene transfer characterisation

Enrico Seiler, Kathrin Trappe, Bernhard Y. Renard

Research Article | published 23 Jul 2019 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1007208

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Identifying determinants of persistent MRSA bacteremia using mathematical modeling

Tsuyoshi Mikkaichi, Michael R. Yeaman, Alexander Hoffmann, MRSA Systems Immunobiology Group

Research Article | published 11 Jul 2019 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1007087

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Host contact dynamics shapes richness and dominance of pathogen strains

Francesco Pinotti, Éric Fleury, Didier Guillemot, Pierre-Yves Böelle, Chiara Poletto

Research Article | published 21 May 2019 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1006530

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A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation

Marko Järvenpää, Mohamad R. Abdul Sater, Georgia K. Lagoudas, Paul C. Blainey, Loren G. Miller, James A. McKinnell, Susan S. Huang, Yonatan H. Grad, Pekka Marttinen

Research Article | published 22 Apr 2019 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1006534

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A computational knowledge-base elucidates the response of Staphylococcus aureus to different media types

Yara Seif, Jonathan M. Monk, Nathan Mih, Hannah Tsunemoto, Saugat Poudel, Cristal Zuniga, Jared Broddrick, Karsten Zengler, Bernhard O. Palsson

Research Article | published 09 Jan 2019 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1006644

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Simultaneous inference of phylogenetic and transmission trees in infectious disease outbreaks

Don Klinkenberg, Jantien A. Backer, Xavier Didelot, Caroline Colijn, Jacco Wallinga

Research Article | published 18 May 2017 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1005495

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Dynamic Modelling Reveals ‘Hotspots’ on the Pathway to Enzyme-Substrate Complex Formation

Shane E. Gordon, Daniel K. Weber, Matthew T. Downton, John Wagner, Matthew A. Perugini

Research Article | published 11 Mar 2016 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1004811

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Variations in the Binding Pocket of an Inhibitor of the Bacterial Division Protein FtsZ across Genotypes and Species

Amanda Miguel, Jen Hsin, Tianyun Liu, Grace Tang, Russ B. Altman, Kerwyn Casey Huang

Research Article | published 26 Mar 2015 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1004117

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