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

Abstract Recent studies have shown that the microbiome can impact cancer development, progression, and response to therapies suggesting microbiome-based approaches for cancer characterization. As cancer-related signatures are complex and implicate many taxa, their discovery often requires Machine Le...

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Bibliographic Details
Main Authors: Marco Teixeira, Francisco Silva, Rui M. Ferreira, Tania Pereira, Ceu Figueiredo, Hélder P. Oliveira
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-024-00617-7