Author

Martin Havlasek

Loschmidt Laboratories, Department of Experimental Biology and RECETOX, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech RepublicORCID 0000-0002-8501-2574Unclaimed 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:benchmark study· 1 Research Focus:benchmarking· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

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David BednariD· 1 shared Jiri DamborskyiD· 1 shared Milos MusiliD· 1 shared Petr KabourekiD· 1 shared Stanislav MazurenkoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

David BednarORCID

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1 paper

Recent·Most cited

Leakage-Controlled Benchmarking of Variant Effect Predictors and Development of Gradient-Boosting Consensus Model

Martin Havlasek, Petr Kabourek, Milos Musil, Jiri Damborsky, Stanislav Mazurenko, David Bednar

The paper benchmarks variant effect predictors using a leakage-controlled dataset and develops a gradient-boosting consensus model that outperforms existing tools.

bioRxiv · Nov 2, 2026 · PreprintBioinformatics