Structural Analysis and Classification of Low-Molecular-Weight Hyaluronic Acid by Near-Infrared Spectroscopy: A Comparison between Traditional Machine Learning and Deep Learning

Confusing low-molecular-weight hyaluronic acid (LMWHA) from acid degradation and enzymatic hydrolysis (named LMWHA–A and LMWHA–E, respectively) will lead to health hazards and commercial risks. The purpose of this work is to analyze the structural differences between LMWHA–A and LMWHA–E, and then ac...

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Автори:	Weilu Tian, Lixuan Zang, Lei Nie, Lian Li, Liang Zhong, Xueping Guo, Siling Huang, Hengchang Zang
Формат:	Artigo
Мова:	Inglês
Опубліковано:	MDPI AG 2023-01-01
Серія:	Molecules
Предмети:	hyaluronic acid low-molecular-weight hyaluronic acid near-infrared spectroscopy nuclear magnetic resonance hydrogen bond chemometrics
Онлайн доступ:	https://www.mdpi.com/1420-3049/28/2/809
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