Author

Miroslav Hejna

Primary ORCID profile (0000-0002-3613-1796 · 3 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Miroslav HejnaiD3 papers · University of Illinois Urbana-Champaign

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alan Hunter ShainiD· 1 shared Boris C Bastian· 1 shared Iwei YehiD· 1 shared Maria L Wei· 1 shared Michael C. Oldham· 1 shared Nancy M Joseph· 1 shared Robert L Judson-Torres· 1 shared Rodrigo Torres· 1 shared

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2018-2018 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Alan Hunter ShainORCID

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1 paper

Recent·Most cited

Cancer BiologybioRxivPreprintDec 27, 2018

A machine-learning classifier trained with microRNA ratios to distinguish melanomas from nevi

Rodrigo Torres, Ursula E Lang, Miroslav Hejna…·Robert L Judson-Torres

This study develops a machine learning classifier using microRNA ratios to distinguish melanomas from nevi, achieving 83% sensitivity and 71-83% specificity across multiple datasets.

DOI 10.1101/507400

humanbulk RNA-seq

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