Early Diagnosis of Type 2 Diabetes Based on Near-Infrared Spectroscopy Combined With Machine Learning and Aquaphotomics

Early diagnosis is important to reduce the incidence and mortality rate of diabetes. The feasibility of early diagnosis of diabetes was studied via near-infrared spectra (NIRS) combined with a support vector machine (SVM) and aquaphotomics. Firstly, the NIRS of entire blood samples from the populati...

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Detalles Bibliográficos
Autores principales: Li, Yuanpeng, Guo, Liu, Li, Li, Yang, Chuanmei, Guang, Peiwen, Huang, Furong, Chen, Zhenqiang, Wang, Lihu, Hu, Junhui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794015/
https://www.ncbi.nlm.nih.gov/pubmed/33425846
http://dx.doi.org/10.3389/fchem.2020.580489

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