Automatic segmentation of ameloblastoma on ct images using deep learning with limited data.

Oncology/Hematology Orthopedics Pathology
Journal: BMC oral health
Published Date: Jan 9, 2024

Abstract

BACKGROUND: Ameloblastoma, a common benign tumor found in the jaw bone, necessitates accurate localization and segmentation for effective diagnosis and treatment. However, the traditional manual segmentation method is plagued with inefficiencies and drawbacks. Hence, the implementation of an AI-based automatic segmentation approach is crucial to enhance clinical diagnosis and treatment procedures.

Authors

  • Liang Xu
  • Kaixi Qiu
    Fuzhou No. 1 Hospital Affiliated with Fujian Medical University, Fuzhou, Fujian, China.
  • Kaiwang Li
    School of Aeronautics and Astronautics, Tsinghua University, Beijing, China.
  • Ge Ying
    Jianning County General Hospital, , Fuzhou, China.
  • Xiaohong Huang
    The First Affiliated Hospital of Fujian Medical University, Fuzhou, China. [email protected].
  • Xiaofeng Zhu
    School of Chemistry and Chemical Engineering, Shihezi University Shihezi Xinjiang 832003 PR China [email protected] [email protected] [email protected] [email protected] [email protected].

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