Machine Learning-Based Heavy Metal Ion Detection Using Surface-Enhanced Raman Spectroscopy

Machine Learning-Based Heavy Metal Ion Detection Using Surface-Enhanced Raman Spectroscopy

Surface-Enhanced Raman Spectroscopy (SERS) is often used for heavy metal ion detection. However, large variations in signal strength, spectral profile, and nonlinearity of measurements often cause problems that produce varying results. It raises concerns about the reproducibility of the results. Con...

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Bibliographic Details
Main Authors: Seongyong Park, Jaeseok Lee, Shujaat Khan, Abdul Wahab, Minseok Kim
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Sensors
Subjects:
surface-enhanced raman spectroscopy (SERS)
machine learning
heavy-metal ion
neural network
SVM
random forest
Online Access:https://www.mdpi.com/1424-8220/22/2/596

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