Disease Mechanism Evidence Map

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• Decision Tree AnalysisBuild decision tree models in R with feature importance and evaluation.
• Diagnostic Study Quality Assessment QuadasAssesses diagnostic accuracy studies for bias using QUADAS-2.
• Differential Expression AnalysisIdentifies differentially expressed genes.
• Discussion ComposerComposes a Discussion around key findings, mechanisms, clinical relevance.
• Drug Repurposing Study PlannerDesign evidence-discovery and validation workflows for drug repurposing studies by.
• Drug Target Evidence LandscapeMaps the evidence and competition around a drug, target, or pathway.
• Elastic Net Feature SelectionSelecting predictive genes or other molecular features from bulk expression matrices.
• Emerging Topic ScoutSpots early-stage hot research topics in biology and medicine.