Artificial intelligence for osteoporosis detection on panoramic radiography: A systematic review and meta analysis.

Journal: Journal of dentistry
PMID: 40010536

Abstract

INTRODUCTION: Osteoporosis is a disease characterized by low bone mineral density and an increased risk of fractures. In dentistry, mandibular bone morphology, assessed for example on panoramic images, has been employed to detect osteoporosis. Artificial intelligence (AI) can aid in diagnosing bone diseases from radiographs. We aimed to systematically review, synthesize and appraise the available evidence supporting AI in detecting osteoporosis on panoramic radiographs.

Authors

  • Nikoo Ghasemi
    Faculty of Dentistry, Zanjan University of Medical Sciences, Zanjan, Iran.
  • Rata Rokhshad
    Topic Group Dental Diagnostics and Digital Dentistry, ITU/WHO Focus Group AI on Health, Berlin, Germany.
  • Qonche Zare
    Department of oral and maxillofacial radiology, School of Dentistry, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
  • Parnian Shobeiri
    School of Medicine, Tehran University of Medical Science, Tehran, Iran.
  • Falk Schwendicke
    Department of Operative and Preventive Dentistry, Charité - Universitätsmedizin Berlin, Berlin, Germany. falk.schwendicke@charite.de.

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