Automatic segmentation and visualization of cortical and marrow bone in mandibular condyle on CBCT: a preliminary exploration of clinical application.

Journal: Oral radiology
PMID:

Abstract

OBJECTIVES: To develop a deep learning-based automatic segmentation method for cortex and marrow in mandibular condyle on cone-beam computed tomography (CBCT) images and explore its clinical application.

Authors

  • Qinxin Wu
    Department of Maxillofacial Surgery and Oral Implantology, Stomatology Hospital, School of Stomatology, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang Province, China.
  • Bin Feng
    Department of Orthopedic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.
  • Wenxuan Li
    School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310014, Zhejiang Province, China.
  • Weihua Zhang
  • Jun Wang
    Department of Speech, Language, and Hearing Sciences and the Department of Neurology, The University of Texas at Austin, Austin, TX 78712, USA.
  • Xiangping Wang
    Department of Oral and Maxillofacial Radiology, Stomatology Hospital, School of Stomatology, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang Province, China.
  • Jinchen Dai
    Department of Oral and Maxillofacial Radiology, Stomatology Hospital, School of Stomatology, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310000, Zhejiang Province, China.
  • Chengkai Jin
    Shanghai Pinghe Bilingual School, Shanghai, 201206, China.
  • Fuli Wu
    School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, 310006, China.
  • Mengfei Yu
    Department of Maxillofacial Surgery and Oral Implantology, Stomatology Hospital, School of Stomatology, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, 310003, Zhejiang Province, China. yumengfei@zju.edu.cn.
  • Fudong Zhu
    Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine, Zhejiang Provincial Clinical Research Center for Oral Diseases, Key Laboratory of Oral Biomedical Research of Zhejiang Province, Cancer Center of Zhejiang University, Hangzhou, 310006, China. zfd@zju.edu.cn.