Deep Learning in Automated Region Proposal and Diagnosis of Chronic Otitis Media Based on Computed Tomography.

Journal: Ear and hearing
Published Date: Jan 1, 2020

Abstract

OBJECTIVES: The purpose of this study was to develop a deep-learning framework for the diagnosis of chronic otitis media (COM) based on temporal bone computed tomography (CT) scans.

Authors

  • Yan-Mei Wang
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Yike Li
    Department of Otolaryngology, Bill Wilkerson Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
  • Yu-Shu Cheng
    Department of Radiology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Zi-Yu He
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Juan-Mei Yang
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Jiang-Hong Xu
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Zhang-Cai Chi
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Fang-Lu Chi
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.
  • Dong-Dong Ren
    ENT Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China.

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