Author

Roman V. Yampolskiy

University of LouisvilleORCID 0000-0001-9637-1161Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Assay:metabolomics· 1 Approach:statistical model· 1

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Andrew Paul DeFilippisiD· 1 shared Patrick James TrainoriD· 1 shared

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2018-2018 · peak 1/yr

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Andrew Paul DeFilippisORCID

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Recent·Most cited

BioinformaticsJournal of Biomedical InformaticsPeer-reviewedMar 22, 2018

Wisdom of artificial crowds feature selection in untargeted metabolomics: An application to the development of a blood-based diagnostic test for thrombotic myocardial infarction

Patrick James Trainor, Roman V. Yampolskiy, Andrew Paul DeFilippis

This paper applies a Wisdom of Artificial Crowds (WoAC) strategy to feature selection in untargeted metabolomics for developing a blood-based diagnostic test for thrombotic myocardial infarction, achieving lower misclassification rates than Lasso and Elastic Net.

16 citations

humanmetabolomics

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