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neonatal sepsis, machine learning with RNA-seq, transcriptomic sepsis biomarkers, independent gene filtering, gene signature stability
Gene filtering strategies for machine learning guided biomarker discovery using neonatal sepsis RNA-seq data
Edward Parkinson
Federico Liberatore
W. John Watkins
Robert Andrews
Sarah Edkins
Julie Hibbert
Tobias Strunk
Andrew Currie
Peter Ghazal
Parkinson E, Liberatore F, Watkins WJ, Andrews R, Edkins S, Hibbert J, Strunk T, Currie A and Ghazal P (2023), Gene filtering strategies for machine learning guided biomarker discovery using neonatal sepsis RNA-seq data. Front. Genet. 14:1158352. doi: 10.3389/fgene.2023.1158352
neonatal sepsismachine learning with RNA-seqtranscriptomic sepsis biomarkersindependent gene filteringgene signature stability
Copyright © 2023 Parkinson, Liberatore , Watkins , Andrews , Edkins , Hibbert , Strunk , Currie and Ghazal . This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY).
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