Author

Kaloyan Marinov

Blueprint Genetics (Finland)

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Inka SaarineniD· 1 shared Jussi PaananeniD· 1 shared Leo LahtiiD· 1 shared Mikko SärkkäiD· 1 shared Sami Myöhänen· 1 shared Vittorio FortinoiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Inka SaarinenORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 17, 2022

Comparison of missing data handling methods for variant pathogenicity predictors

Mikko Särkkä, Sami Myöhänen, Kaloyan Marinov…·Jussi Paananen

The paper compares missing data handling methods for variant pathogenicity predictors and finds that simpler imputation methods like mean imputation perform best.

2 citations

whole-exome sequencingwhole-genome sequencing

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