Author

Milos Musil

Loschmidt Laboratories, Department of Experimental Biology and RECETOX, Faculty of Science, Masaryk University, Kotlarska 2, Brno, Czech RepublicORCID 0000-0001-9373-7930Unclaimed 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:statistical model· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

David BednariD· 2 shared Jiřı́ DamborskýiD· 2 shared Stanislav MazurenkoiD· 2 shared Martin HavlasekiD· 1 shared Monika Rosinska· 1 shared Pavel KohoutiD· 1 shared Petr KabourekiD· 1 shared Rayyan Tariq KhaniD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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2 shared papersBioinformatics

David BednarORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintNov 2, 2026

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

Martin Havlasek, Petr Kabourek, Milos Musil…·David Bednar

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

DOI 10.64898/2026.10.30.763022

humanGWAS summary statistics

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BioinformaticsJournal of CheminformaticsPeer-reviewedMar 21, 2025

Anticipating Protein Evolution with Successor Sequence Predictor

Rayyan Tariq Khan, Pavel Kohout, Miloš Musil…·David Bednář

The paper introduces a computational method to predict protein evolution by reconstructing a protein's evolutionary history and suggesting future amino acid substitutions to improve desired properties.

1 citation

protein sequencestatistical model

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