Machine learning based refined differential gene expression analysis of pediatric sepsis - Abbas, Mostafa; EL-Manzalawy, Yasser (BMC medical genomics, 2020)
Keywords: Algorithms; Analysis; Bioinformatic and algorithmical studies; Biomarkers; Biomarkers - analysis; Biomarkers discovery; Biomedical and Life Sciences; Biomedicine; Child; Computational Biology - methods; Critical care; Differential expression analysis; Experiments; Feature selection; Gene Expression; Gene Expression Profiling; Gene Regulatory Networks; Genes; Genomes; Genomics; Health aspects; Human Genetics; Humans; Learning algorithms; Machine Learning; Methods; Microarrays; Mortality; Pediatrics; Refined differential gene expression analysis; ROC Curve; Sepsis; Sepsis - genetics; Sepsis - pathology; Septic shock; Technical Advance; Transcriptome; Feature selection; Biomarkers discovery; Refined differential gene expression analysis; Differential expression analysis