Deep learning on lateral flow immunoassay for the analysis of detection data

Deep learning on lateral flow immunoassay for the analysis of detection data

Lateral flow immunoassay (LFIA) is an important detection method in vitro diagnosis, which has been widely used in medical industry. It is difficult to analyze all peak shapes through classical methods due to the complexity of LFIA. Classical methods are generally some peak-finding methods, which ca...

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Bibliographic Details
Main Authors: Xinquan Liu, Kang Du, Si Lin, Yan Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Computational Neuroscience
Subjects:
lateral flow immunoassay
data processing
point of care testing
deep learning
convolutional neural network
U-Net model
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2023.1091180/full

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