Tooth detection and numbering in panoramic radiographs using convolutional neural networks.

Journal: Dento maxillo facial radiology
Published Date: Mar 5, 2019

Abstract

OBJECTIVES: Analysis of dental radiographs is an important part of the diagnostic process in daily clinical practice. Interpretation by an expert includes teeth detection and numbering. In this project, a novel solution based on convolutional neural networks (CNNs) is proposed that performs this task automatically for panoramic radiographs.

Authors

  • Dmitry V Tuzoff
    1 Steklov Institute of Mathematics , Saint Petersburg , Russia.
  • Lyudmila N Tuzova
    2 Denti.AI Technology Inc. , Toronto , Canada.
  • Michael M Bornstein
    Department of Oral Health & Medicine, University Center for Dental Medicine Basel UZB, University of Basel, Basel, Switzerland.
  • Alexey S Krasnov
    4 Dmitry Rogachev National Research Center of Pediatric Hematology, Oncology and Immunology , Moscow , Russia.
  • Max A Kharchenko
    2 Denti.AI Technology Inc. , Toronto , Canada.
  • Sergey I Nikolenko
    1 Steklov Institute of Mathematics , Saint Petersburg , Russia.
  • Mikhail M Sveshnikov
    2 Denti.AI Technology Inc. , Toronto , Canada.
  • Georgiy B Bednenko
    5 Reutov Stomatological Clinic , Reutov , Russia.

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