Extreme Point Sort Transformation Combined With a Long Short-Term Memory Network Algorithm for the Raman-Based Identification of Therapeutic Monoclonal Antibodies

Therapeutic monoclonal antibodies (mAbs) are a new generation of protein-based medicines that are usually expensive and thus represent a target for counterfeiters. In the present study, a method based on Raman spectroscopy that combined extreme point sort transformation with a long short-term memory...

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Bibliographic Details

Published in:	Frontiers in chemistry Vol. 10; p. 887960
Main Authors:	Ling, Jin, Zheng, Luxia, Xu, Mingming, Chen, Gang, Wang, Xiao, Mao, Danzhuo, Shao, Hong
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 13.04.2022
Subjects:	algorithm study Chemistry extreme point sort transformation long-short term memory network Raman spectroscopy therapeutic monoclonal antibody extreme point sort transformation long-short term memory network algorithm study Raman spectroscopy therapeutic monoclonal antibody
ISSN:	2296-2646, 2296-2646
Online Access:	Get full text
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