Classification of the implant-ridge relationship utilizing the MobileNet architecture.

Journal: Journal of dental sciences
Published Date: Aug 17, 2023

Abstract

BACKGROUND/PURPOSE: Proper implant-ridge classification is crucial for developing a dental implant treatment plan. This study aimed to verify the ability of MobileNet, an advanced deep learning model characterized by a lightweight architecture that allows for efficient model deployment on resource-constrained devices, to identify the implant-ridge relationship.

Authors

  • Hao-Chieh Chang
    Graduate Institute of Clinical Dentistry, School of Dentistry, College of Medicine, National Taiwan University, Taipei, Taiwan.
  • Li-Wen Yu
    Graduate Institute of Clinical Dentistry, School of Dentistry, College of Medicine, National Taiwan University, Taipei, Taiwan.
  • Bo-Yi Liu
    Department of Biomechatronics Engineering, National Taiwan University, Taipei, Taiwan.
  • Po-Chun Chang
    Graduate Institute of Clinical Dentistry, School of Dentistry, College of Medicine, National Taiwan University, Taipei, Taiwan.

Keywords

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