Automated chart filing on panoramic radiographs using deep learning.

Journal: Journal of dentistry
Published Date: Dec 1, 2021

Abstract

OBJECTIVE: The aim of this study is to automatically detect, segment and label teeth, crowns, fillings, root canal fillings, implants and root remnants on panoramic radiographs (PR(s)).

Authors

  • Shankeeth Vinayahalingam
    Department of Oral and Maxillofacial Surgery, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands.
  • Ru-Shan Goey
    Promaton Co. Ltd., Amsterdam 1076 GR, the Netherlands.
  • Steven Kempers
    Department of Oral and Maxillofacial Surgery, Radboud University Nijmegen Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, the Netherlands; Department of Artificial Intelligence, Radboud University, Nijmegen, the Netherlands.
  • Julian Schoep
    Promaton Co. Ltd., Amsterdam 1076 GR, the Netherlands.
  • Teo Cherici
    Promaton Co. Ltd., Amsterdam 1076 GR, the Netherlands.
  • David Anssari Moin
    Promaton Co. Ltd., Amsterdam 1076 GR, the Netherlands.
  • Marcel Hanisch
    Promaton Co. Ltd., Amsterdam 1076 GR, the Netherlands; Department of Oral and Maxillofacial Surgery, Universitätsklinikum Münster, Münster, Germany.

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