Author

Alexey Velikorodny

ORCID 0000-0002-9053-879XUnclaimed 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 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Victor Glanz· 1 shared Vladimir M. Dudenkov· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Victor Glanz

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 8, 2022

Development and validation of a type 2 diabetes machine learning classification model for EHR-based diagnostics and clinical decision support

Victor Glanz, Vladimir M. Dudenkov, Alexey Velikorodny

This paper develops and validates a machine learning model for type 2 diabetes diagnosis using electronic health records, achieving high AUC, specificity, and sensitivity.

DOI 10.1101/2022.10.08.511400

humanelectronic health records

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