Machine learning framework to extract the biomarker potential of plasma IgG N-glycans towards disease risk stratification

Effective management of chronic diseases and cancer can greatly benefit from disease-specific biomarkers that enable informative screening and timely diagnosis. IgG N-glycans found in human plasma have the potential to be minimally invasive disease-specific biomarkers for all stages of disease devel...

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Bibliographic Details
Main Authors: Konstantinos Flevaris, Joseph Davies, Shoh Nakai, Frano Vučković, Gordan Lauc, Malcolm G. Dunlop, Cleo Kontoravdi
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037024000618