Exploring the risk factors and clustering patterns of periodontitis in patients with different subtypes of diabetes through machine learning and cluster analysis.

Journal: Acta odontologica Scandinavica
PMID: 39632553

Abstract

AIM: To analyse the risk factors contributing to the prevalence of periodontitis among clusters of patients with diabetes and to examine the clustering patterns of clinical blood biochemical indicators.

Authors

  • Anna Zhao
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China.
  • Yuxiang Chen
    Laboratory of Lung, Xinglin Branch of the First Affiliated Hospital of Xiamen University, Xiamen 361022, Fujian, China.
  • Haoran Yang
    School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Laishan District, Yantai, 264003, China.
  • Tingting Chen
    Department of Hygiene Detection Center, School of Public Health, Southern Medical University (Guangdong Provincial Key Laboratory of Tropical Disease Research), Guangzhou, Guangdong, China.
  • Xianqi Rao
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China.
  • Ziliang Li
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China. 1752114604@qq.com.

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