External validation of an artificial intelligence-based method for the detection and classification of molar incisor hypomineralisation in dental photographs.

Journal: Journal of dentistry
PMID:

Abstract

OBJECTIVES: This ex vivo diagnostic study aimed to externally validate an open-access artificial intelligence (AI)-based model for the detection, classification, localisation and segmentation of enamel/molar incisor hypomineralisation (EH/MIH).

Authors

  • Julia Neumayr
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany.
  • Elisabeth Frenkel
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany.
  • Julia Schwarzmaier
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany.
  • Nour Ammar
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany.
  • Andreas Kessler
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany; Department of Prosthetic Dentistry, Faculty of Medicine, Center for Dental Medicine, Medical Center-University of Freiburg, University of Freiburg, Freiburg, Germany.
  • Falk Schwendicke
    Department of Operative and Preventive Dentistry, Charité - Universitätsmedizin Berlin, Berlin, Germany. falk.schwendicke@charite.de.
  • Jan Kühnisch
    Department of Conservative Dentistry and Periodontology, University Hospital, Ludwig-Maximilians University Munich, Goethestraße 70, Munich 80336, Germany. Electronic address: jkuehn@dent.med.uni-muenchen.de.
  • Helena Dujic
    Department of Conservative Dentistry and Periodontology, LMU University Hospital, Klinikum der Ludwig-Maximilians-Universität München, Klinik für Zahnerhaltung und Parodontologie, LMU, Goethestraße 70, Munich 80336, Germany.