2023
DOI: 10.1093/bioinformatics/btad747
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GDmicro: classifying host disease status with GCN and deep adaptation network based on the human gut microbiome data

Herui Liao,
Jiayu Shang,
Yanni Sun

Abstract: Motivation With advances in metagenomic sequencing technologies, there are accumulating studies revealing the associations between the human gut microbiome and some human diseases. These associations shed light on using gut microbiome data to distinguish case and control samples of a specific disease, which is also called host disease status classification. Importantly, using learning-based models to distinguish the disease and control samples is expected to identify important biomarkers more… Show more

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Cited by 2 publications
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