Author

Boris C Bastian

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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 Iwei YehiD· 1 shared Maria L Wei· 1 shared Michael C. Oldham· 1 shared Miroslav Hejna· 1 shared Nancy M Joseph· 1 shared Robert L Judson-Torres· 1 shared Rodrigo Torres· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

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

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

Rodrigo Torres, Ursula E Lang, Miroslav Hejna, Samuel J Shelton, Nancy M Joseph, Alan Hunter Shain, Iwei Yeh, Maria L Wei, Michael C. Oldham, Boris C Bastian, 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.

bioRxiv · Dec 27, 2018 · PreprintCancer Biology