LightCUD: a program for diagnosing IBD based on human gut microbiome data

LightCUD: a program for diagnosing IBD based on human gut microbiome data

Background: The diagnosis of inflammatory bowel disease (IBD) and discrimination between the types of IBD are clinically important. IBD is associated with marked changes in the intestinal microbiota. Advances in next-generation sequencing (NGS) technology and the improved hospital bioinformatics ana...

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Bibliographic Details
Main Authors:	Li, M. (Author), Xie, Z. (Author), Xu, C. (Author), Zhou, M. (Author), Zhu, H. (Author), Zhu, X. (Author)
Format:	Article
Language:	English
Published:	BioMed Central Ltd 2021
Subjects:	Article bacterial strain Biomarker computer assisted diagnosis controlled study Crohn disease data base diagnostic accuracy diagnostic test accuracy study differential diagnosis feature selection human Human gut microbiome IBD intestine flora LightCUD algorithm LightGBM algorithm machine learning Machine learning algorithm major clinical study microbial community nonhuman priority journal receiver operating characteristic RNA 16S RNA sequencing ulcerative colitis whole genome sequencing
Online Access:	View Fulltext in Publisher

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