Machine learning based refined differential gene expression analysis of pediatric sepsis

Keyphrases

• Differentially Expressed Genes 100%
• Pediatric Sepsis 100%
• Machine Learning Based 100%
• Differential Gene Expression Analysis 100%
• Differential Expression Analysis 33%
• Gene Expression Profile 33%
• Sepsis Mortality 33%
• Selection Strategy 16%
• Differentially Expressed 16%
• Sepsis 16%
• Small Sets 16%
• Gene Ontology 16%
• Data-driven Approach 16%
• Functional Genes 16%
• Genome-wide Analysis 16%
• Feature Selection 16%
• Biological Knowledge 16%
• Biological Data 16%
• Transcriptomic Data 16%
• Gene Expression Changes 16%
• OR Genes 16%
• Definitive Diagnosis 16%
• Septic Shock 16%
• Double Cross-validation 16%
• Area under the ROC Curve 16%
• Functional Pathways 16%
• Knowledge-based Approach 16%
• Re-ranking 16%
• Biological Insight 16%
• Biological Condition 16%
• Sepsis Shock 16%
• Downstream Analysis 16%

Biochemistry, Genetics and Molecular Biology

• Expression Analysis 100%
• Gene Expression 100%
• Gene Expression Profiling 100%
• Differential Gene Expression 100%
• Gene Signature 100%
• Transcriptomics 50%
• Gene Ontology 50%
• Genome-Wide Analysis of Gene Expression 50%