Machine Learning Models in the Detection of MB2 Canal Orifice in CBCT Images.

Journal: International dental journal
PMID:

Abstract

OBJECTIVES: The objective of the present study was to determine the accuracy of machine learning (ML) models in the detection of mesiobuccal (MB2) canals in axial cone-beam computed tomography (CBCT) sections.

Authors

  • Shishir Shetty
    National Institute for Health Research Birmingham Liver Biomedical Research Unit and Centre for Liver and Gastrointestinal Research, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom.
  • Meliz Yuvali
    Department of Biostatistics, Faculty of Medicine & Operational Research Centre in Healthcare, Near East University, Nicosia/TRNC, Turkey.
  • Ilker Ozsahin
    Department of Biomedical Engineering, Faculty of Engineering, Near East University Nicosia, Mersin, Turkey.
  • Saad Al-Bayatti
    Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates.
  • Sangeetha Narasimhan
    Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates.
  • Mohammed Alsaegh
    Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates.
  • Hiba Al-Daghestani
    Department of Oral and Craniofacial Health Sciences, College of Dental Medicine, University of Sharjah, Sharjah, United Arab Emirates.
  • Raghavendra Shetty
    Department of Clinical Sciences, College of Dentistry, Ajman University, Ajman, United Arab Emirates.
  • Renita Castelino
    Nitte (Deemed to be University), Department of Oral Medicine and Radiology, AB Shetty Memorial Institute of Dental Sciences (ABSMIDS), Mangalore, Karnataka, India.
  • Leena R David
    Department of Medical Diagnostic Imaging, College of Health Sciences, University of Sharjah, United Arab Emirates. Electronic address: ldavid@sharjah.ac.ae.
  • Dilber Uzun Ozsahin
    Near East University, Nicosia/TRNC, Mersin-10, 99138, Turkey.