Deep learning for osteoarthritis classification in temporomandibular joint.

Journal: Oral diseases
Published Date:

Abstract

OBJECTIVES: This study aimed to develop a diagnostic support tool using pretrained models for classifying panoramic images of the temporomandibular joint (TMJ) into normal and osteoarthritis (OA) cases.

Authors

  • Won Jung
    Department of Oral Medicine, School of Dentistry, Jeonbuk National University, Jeonju, Korea.
  • Kyung-Eun Lee
    Department of Oral Medicine, School of Dentistry, Jeonbuk National University, Jeonju, Korea.
  • Bong-Jik Suh
    Department of Oral Medicine, School of Dentistry, Jeonbuk National University, Jeonju, Korea.
  • Hyun Seok
    Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research and Institute of Jeonbuk National University Hospital, Jeonju, South Korea.
  • Dae-Woo Lee