CT-Based Machine Learning Radiomics Analysis to Diagnose Dysthyroid Optic Neuropathy.

Journal: Seminars in ophthalmology
Published Date:

Abstract

PURPOSE: To develop CT-based machine learning radiomics models used for the diagnosis of dysthyroid optic neuropathy (DON).

Authors

  • Lan Ma
    School of Math and Statistic, Suzhou University, Suzhou, Anhui 23400, China.
  • Xue Jiang
    Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710071, China.
  • Xuan Yang
    Dongfang College, Zhejiang University of Finance & Economics, Haining 314408, Zhejiang, China. yx_321@zufe.edu.cn.
  • Minghui Wang
    College of Chemistry and Material Science, Shandong Agricultural University, Tai'an 271018, PR China.
  • Zhijia Hou
    Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Science Key Lab, Capital Medical University, Beijing, China.
  • Ju Zhang
    Department of Mathematics and Numerical Simulation and High-Performance Computing Laboratory, School of Sciences, Nanchang University, Nanchang 330031, China.
  • Dongmei Li
    Clinical and Translational Science Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York.