APD-FFNet: A Novel Explainable Deep Feature Fusion Network for Automated Periodontitis Diagnosis on Dental Panoramic Radiography.

Journal: Dento maxillo facial radiology
Published Date: May 9, 2025

Abstract

OBJECTIVES: This study introduces APD-FFNet, a novel, explainable deep learning architecture for automated periodontitis diagnosis using panoramic radiographs.

Authors

  • Esra Sivari Resul
    Department of Computer Engineering, Cankiri Karatekin University, Cankiri, 18100, Turkey.
  • Guler Burcu Senirkentli
    Department of Pediatric Dentistry, Baskent University, Ankara, 06810, Turkey.
  • Erkan Bostanci
    Department of Computer Engineering, Ankara University, Ankara, 06830, Turkey.
  • Bahar Fusun Oduncuoglu
    Department of Periodontics Dentistry, Baskent University, Ankara, 06810, Turkey.

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