Author

Mikalai M. Yatskou

Belarusian State UniversityORCID 0009-0008-9734-2096Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Vasily V. GrineviD· 2 shared Victor V. SkakuniD· 2 shared Elizabeth V. Smolyakova· 1 shared Maryna ChepelevaiD· 1 shared Petr V. NazaroviD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersBioinformatics

Vasily V. GrinevORCID

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2 papers

Recent·Most cited

BioinformaticsAdvances in transdisciplinary engineeringPeer-reviewedDec 15, 2023

Identification of single nucleotide genetic polymorphism sites using machine learning methods

Mikalai M. Yatskou, Elizabeth V. Smolyakova, Victor V. Skakun, Vasily V. Grinev

The paper compares classical and machine learning algorithms for identifying single nucleotide polymorphisms using simulated data, finding CART as the most effective method.

1 citation

whole-genome sequencingmachine learning (classical)

𝕏 PostBluesky

BioinformaticsSoftware ImpactsPeer-reviewedMar 8, 2022

ORFhunteR: an accurate approach for the automatic identification and annotation of open reading frames in human mRNA molecules

Vasily V. Grinev, Mikalai M. Yatskou, Victor V. Skakun…·Petr V. Nazarov

ORFhunteR is a tool that accurately identifies and annotates open reading frames in human mRNA molecules using a random forest classifier trained on RefSeq and Ensembl data.

4 citations

humanbulk RNA-seq

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