Author

Sergei Markov

ORCID 0000-0002-0036-8214Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Aleksandr ZeniniD· 1 shared Alexey Kondrashin· 1 shared Boris Zhurov· 1 shared Konstantin Slipensky· 1 shared L. I. Men’shikov· 1 shared Mikhail A. PyatnitskiyiD· 1 shared Mikhail Barg· 1 shared Peter O. FedicheviD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Aleksandr ZeninORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedMar 26, 2018

Extracting biological age from biomedical data via deep learning: too much of a good thing?

Timothy V. Pyrkov, Konstantin Slipensky, Mikhail Barg…·Peter O. Fedichev

This study compares biological age models using NHANES data, finding that supervised models improve age estimation but reduce mortality prediction accuracy, and introduces a new mortality risk model.

109 citationstop 2%

humanelectronic health records

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