Randomized feature selection based semi-supervised latent Dirichlet allocation for microbiome analysis

Abstract Health and disease are fundamentally influenced by microbial communities and their genes (the microbiome). An in-depth analysis of microbiome structure that enables the classification of individuals based on their health can be crucial in enhancing diagnostics and treatment strategies to im...

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Bibliographic Details
Main Authors: Namitha Pais, Nalini Ravishanker, Sanguthevar Rajasekaran, George Weinstock, Dong-Binh Tran
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-59682-4