Development of a machine learning multiclass screening tool for periodontal health status based on non-clinical parameters and salivary biomarkers.

Journal: Journal of clinical periodontology
PMID:

Abstract

AIM: To develop a multiclass non-clinical screening tool for periodontal disease and assess its accuracy for differentiating periodontal health, gingivitis and different stages of periodontitis.

Authors

  • Ke Deng
    Chinese Evidence-based Medicine Center, Cochrane China Center and National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu 610041, Sichuan, China.
  • Francesco Zonta
    Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, 393 Middle Huaxia Road, Shanghai 201210, China.
  • Huan Yang
  • George Pelekos
    Department of Periodontology and Implant Dentistry, Faculty of Dentistry, University of Hong Kong, Hong Kong, China.
  • Maurizio S Tonetti
    Shanghai PerioImplant Innovation Center, Institute for Oral, Craniofacial and Sensory Research, Shanghai Key Laboratory of Stomatology, National Clinical Research Centre for Oral Diseases, Shanghai Ninth People Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.