Author

Alexander Gmeiner

Technical University of DenmarkORCID 0000-0002-1787-8368Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Assay:whole-genome sequencing· 2 Organism:bacteria (other)· 1 Research Focus:software / tool· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Mirena IvanovaiD· 2 shared Pimlapas LeekitcharoenphoniD· 2 shared Leonid ChindelevitchiD· 1 shared Lisbeth Truelstrup HanseniD· 1 shared Patrick Murigu Kamau NjageiD· 1 shared Rolf Sommer KaasiD· 1 shared Saria OtaniiD· 1 shared Yinghua Xiao· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 19 mutual co-author links

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2 shared papersBioinformatics

Mirena IvanovaORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJan 29, 2024

ListPred: A predictive ML tool for virulence potential and disinfectant tolerance in Listeria monocytogenes

Alexander Gmeiner, Mirena Ivanova, Rolf Sommer Kaas…·Pimlapas Leekitcharoenphon

ListPred predicts virulence potential and disinfectant tolerance in Listeria monocytogenes using WGS data with minimal computational resources and expertise.

DOI 10.1101/2024.01.29.577690

whole-genome sequencingmachine learning (classical)

BioinformaticsbioRxivPreprintNov 5, 2023

Quantitative prediction of disinfectant tolerance in Listeria monocytogenes using whole genome sequencing and machine learning

Alexander Gmeiner, Mirena Ivanova, Patrick Murigu Kamau Njage…·Pimlapas Leekitcharoenphon

This paper predicts disinfectant tolerance in Listeria monocytogenes using whole genome sequencing and machine learning, achieving high accuracy in classification and regression tasks.

4 citations

bacteria (other)whole-genome sequencing