Performance of Classification Models of Toxins Based on Raman Spectroscopy Using Machine Learning Algorithms

Rapid and accurate detection of protein toxins is crucial for public health. The Raman spectra of several protein toxins, such as abrin, ricin, staphylococcal enterotoxin B (SEB), and bungarotoxin (BGT), have been studied. Multivariate scattering correction (MSC), Savitzky–Golay smoothing (SG), and...

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Bibliographic Details
Main Authors: Pengjie Zhang, Bing Liu, Xihui Mu, Jiwei Xu, Bin Du, Jiang Wang, Zhiwei Liu, Zhaoyang Tong
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/29/1/197