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

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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Bibliographic Details
Main Authors: Juan Zhang, Yiping Liu, Hongxiao Li, Shisheng Cao, Xin Li, Huijuan Yin, Ying Li, Xiaoxi Dong, Xu Zhang
Format: Article
Language:English
Published: World Scientific Publishing 2022-05-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Raman spectroscopy
periodontal pathogen
machine learning algorithm
discrimination
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545822400016

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