A review of machine learning methods for cancer characterization from microbiome data

M Teixeira, F Silva, RM Ferreira, T Pereira… - NPJ Precision …, 2024 - nature.com
Recent studies have shown that the microbiome can impact cancer development,
progression, and response to therapies suggesting microbiome-based approaches for …

microBiomeGSM: the identification of taxonomic biomarkers from metagenomic data using grouping, scoring and modeling (GSM) approach

B Bakir-Gungor, M Temiz, A Jabeer, D Wu… - Frontiers in …, 2023 - frontiersin.org
Numerous biological environments have been characterized with the advent of
metagenomic sequencing using next generation sequencing which lays out the relative …

Robust prediction of colorectal cancer via gut microbiome 16S rRNA sequencing data

A Porreca, E Ibrahimi, F Maturo… - Journal of Medical …, 2024 - microbiologyresearch.org
Introduction. The study addresses the challenge of utilizing human gut microbiome data for
the early detection of colorectal cancer (CRC). The research emphasizes the potential of …