Automatic disease prediction from human gut metagenomic data using boosting GraphSAGE

Automatic disease prediction from human gut metagenomic data using boosting GraphSAGE

Abstract Background The human microbiome plays a critical role in maintaining human health. Due to the recent advances in high-throughput sequencing technologies, the microbiome profiles present in the human body have become publicly available. Hence, many works have been done to analyze human micro...

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Bibliographic Details
Main Authors: K. Syama, J. Angel Arul Jothi, Namita Khanna
Format: Article
Language:English
Published: BMC 2023-03-01
Series:BMC Bioinformatics
Subjects:
Metagenomics
Disease prediction
Ensemble GNN
GraphSAGE
Machine learning
Deep learning
Online Access:https://doi.org/10.1186/s12859-023-05251-x

Internet

https://doi.org/10.1186/s12859-023-05251-x

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