Author

Clare Sloggett

The University of MelbourneORCID 0000-0001-8409-6705Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Andrew H. BuultjensiD· 1 shared Benjamin P. HowdeniD· 1 shared Karolina MercouliaiD· 1 shared Koen VandelannooteiD· 1 shared Susan A. BallardiD· 1 shared Timothy Paul StineariD· 1 shared Torsten SeemanniD· 1 shared

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Andrew H. BuultjensORCID

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1 paper

Recent·Most cited

BioinformaticsApplied and Environmental MicrobiologyPeer-reviewedJan 30, 2024

High performance Legionella pneumophila source attribution using genomics-based machine learning classification

Andrew H. Buultjens, Koen Vandelannoote, Karolina Mercoulia…·Timothy Paul Stinear

This paper develops a machine learning method to accurately attribute Legionella pneumophila outbreaks to environmental sources using genomic data, outperforming traditional phylogenetic approaches.

4 citations

whole-genome sequencingmachine learning (classical)