Discrimination of periodontal pathogens using Raman spectroscopy combined with machine learning algorithms

Periodontitis is closely related to many systemic diseases linked by different periodontal pathogens. To unravel the relationship between periodontitis and systemic diseases, it is very important to correctly discriminate major periodontal pathogens. To realize convenient, efficient, and high-accura...

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Main Authors: Juan Zhang, Yiping Liu, Hongxiao Li, Shisheng Cao, Xin Li, Huijuan Yin, Ying Li, Xiaoxi Dong, Xu Zhang
Formato: Artigo
Idioma:Inglês
Publicado: World Scientific Publishing 2022-05-01
Series:Journal of Innovative Optical Health Sciences
Assuntos:
Raman spectroscopy
periodontal pathogen
machine learning algorithm
discrimination
Acceso en liña:https://www.worldscientific.com/doi/10.1142/S1793545822400016
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