Automatic dental biofilm detection based on deep learning.

Journal: Journal of clinical periodontology
Published Date:

Abstract

AIM: To estimate the automated biofilm detection capacity of the U-Net neural network on tooth images.

Authors

  • Katia Montanha Andrade
    Graduate Program in Dentistry and Health, School of Dentistry, Federal University of Bahia, Salvador, Brazil.
  • Bernardo Peters Menezes Silva
    Intelligent Vision Research Lab, Institute of Computing, Federal University of Bahia, Salvador, Brazil.
  • Luciano Rebouças de Oliveira
    Intelligent Vision Research Lab, Institute of Computing, Federal University of Bahia, Salvador, Brazil.
  • Patricia Ramos Cury
    Division of Periodontics, School of Dentistry, Federal University of Bahia, Salvador, Brazil.