Machine Learning Approach to Enhance the Performance of MNP-Labeled Lateral Flow Immunoassay

Machine Learning Approach to Enhance the Performance of MNP-Labeled Lateral Flow Immunoassay

Abstract The use of magnetic nanoparticle (MNP)-labeled immunochromatography test strips (ICTSs) is very important for point-of-care testing (POCT). However, common diagnostic methods cannot accurately analyze the weak magnetic signal from ICTSs, limiting the applications of POCT. In this study, an...

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Bibliographic Details
Main Authors: Wenqiang Yan, Kan Wang, Hao Xu, Xuyang Huo, Qinghui Jin, Daxiang Cui
Format: Article
Language:English
Published: SpringerOpen 2019-01-01
Series:Nano-Micro Letters
Subjects:
Point-of-care testing
Immunochromatography test strips
Magnetic nanoparticles
Machine learning
Support vector machine
Online Access:http://link.springer.com/article/10.1007/s40820-019-0239-3

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http://link.springer.com/article/10.1007/s40820-019-0239-3

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