Author

M. Wiatrak

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

A. M. Dinan· 1 shared A. Weimann· 1 shared M. Brbic· 1 shared R. A. Floto· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperMicrobiology

A. M. Dinan

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1 paper

Recent·Most cited

Sequence-based modelling of bacterial genomes enables accurate antibiotic resistance prediction

M. Wiatrak, A. Weimann, A. M. Dinan, M. Brbic, R. A. Floto

This study introduces GeneBac, a deep learning model that predicts antibiotic resistance from bacterial genomic sequences, showing accurate MIC prediction and variant effect assessment.

bioRxiv · Jan 3, 2024 · PreprintMicrobiology