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Machine Learning Techniques for Effective Pathogen Detection Based on Resonant Biosensors

We describe a machine learning (ML) approach to processing the signals collected from a COVID-19 optical-based detector. Multilayer perceptron (MLP) and support vector machine (SVM) were used to process both the raw data and the feature engineering data, and high performance for the qualitative dete...

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Detalles Bibliográficos
Autores principales: Rong, Guoguang, Xu, Yankun, Sawan, Mohamad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526989/
https://www.ncbi.nlm.nih.gov/pubmed/37754094
http://dx.doi.org/10.3390/bios13090860

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