geNetClassifier

geNetClassifier is a network-oriented, data-driven bioinformatics tool designed to enhance the analysis of transcriptomic studies by facilitating the robust identification and classification of gene markers across multiple disease subtypes. This R package, freely available on Bioconductor, aims to address the gap in integrative approaches for analyzing genome-wide expression data, whether from microarrays or RNA-Seq studies. It focuses on four key objectives: identifying gene sets associated with different pathological states when analyzed collectively, isolating a minimal subset of these genes that distinctly differentiates and classifies disease subtypes, quantifying the discriminative power of these genes, and elucidating the connections between genes characterizing each disease subtype.