Beyond single markers: bacterial synergies identified by Multidimensional Feature Selection reveal conserved microbiome disease signatures
Kinga Zielińska, Witold Remigiusz Rudnicki, Paweł P. Łabaj
This paper introduces a framework to identify synergistic microbial pairs in metagenomic data that carry more disease information than individual features, showing improved performance in colorectal cancer classification.