Machine learning-based plasma metabolomics for improved cirrhosis risk stratification
Machine learning-based plasma metabolomics for improved cirrhosis risk stratification
About this item
Full title
Author / Creator
Song, Jingru , Gao, Ziwei , Lai, Liqun , Zhang, Jie , Liu, Binbin , Sang, Yi , Chen, Siqi , Qi, Jiachen , Zhang, Yujun , Kai, Huang and Ye, Wei
Publisher
England: BioMed Central Ltd
Journal title
Language
English
Formats
Publication information
Publisher
England: BioMed Central Ltd
Subjects
More information
Scope and Contents
Contents
Cirrhosis is a leading cause of mortality in patients with chronic liver disease (CLD). The rapid development of metabolomic technologies has enabled the capture of metabolic changes related to the progression of cirrhosis.
This study used proton nuclear magnetic resonance (1 H-NMR) serum metabolomics data from the UK Biobank (UKB) and employed...
Alternative Titles
Full title
Machine learning-based plasma metabolomics for improved cirrhosis risk stratification
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_f406dfc9d68745eca6fec9194572a775
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f406dfc9d68745eca6fec9194572a775
Other Identifiers
ISSN
1471-230X
E-ISSN
1471-230X
DOI
10.1186/s12876-025-03655-y
