Automatic multi-label temporal bone computed tomography segmentation with deep learning.

Journal: The international journal of medical robotics + computer assisted surgery : MRCAS
Published Date:

Abstract

BACKGROUND: Manually segmenting temporal bone computed tomography (CT) images is difficult. Despite accurate automatic segmentation in previous studies using deep learning, they did not consider clinical differences, such as variations in CT scanners. Such differences can significantly affect the accuracy of segmentation.

Authors

  • Langtao Zhou
    School of Cyberspace Security, Guangzhou University, Guangzhou, China.
  • Zhenhua Li
    Affiliated Hospital of Changchun University of Chinese Medicine, 1035 Boshuo Road, Changchun, 130117, Jilin, China. 19390078790@163.com.