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Raman spectroscopy-based prediction of ofloxacin concentration in solution using a novel loss function and an improved GA-CNN model

BACKGROUND: A Raman spectroscopy method can quickly and accurately measure the concentration of ofloxacin in solution. This method has the advantages of accuracy and rapidity over traditional detection methods. However, the manual analysis methods for the collected Raman spectral data often ignore t...

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Detalles Bibliográficos
Autores principales: Ma, Chenyu, Shi, Yuanbo, Huang, Yueyang, Dai, Gongwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617066/
https://www.ncbi.nlm.nih.gov/pubmed/37904084
http://dx.doi.org/10.1186/s12859-023-05542-3