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Gene filtering strategies for machine learning guided biomarker discovery using neonatal sepsis RNA-seq data
Machine learning (ML) algorithms are powerful tools that are increasingly being used for sepsis biomarker discovery in RNA-Seq data. RNA-Seq datasets contain multiple sources and types of noise (operator, technical and non-systematic) that may bias ML classification. Normalisation and independent ge...
| Autores principales: | , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126415/ https://www.ncbi.nlm.nih.gov/pubmed/37113992 http://dx.doi.org/10.3389/fgene.2023.1158352 |