Risk prediction for elderly cognitive impairment by radiomic and morphological quantification analysis based on a cerebral MRA imaging cohort.

Journal: European radiology
Published Date:

Abstract

OBJECTIVE: To establish morphological and radiomic models for early prediction of cognitive impairment associated with cerebrovascular disease (CI-CVD) in an elderly cohort based on cerebral magnetic resonance angiography (MRA).

Authors

  • Xian Xu
    Ping An Technology, Beijing, China.
  • Yanfeng Zhou
    Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China. zhouyf11@zju.edu.cn.
  • Shasha Sun
    Department of the 5th Healthcare, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China.
  • Longbiao Cui
    Department of Radiology, The Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China.
  • Zhiye Chen
    Hainan Hospital of PLA General Hospital, Sanya, Haiyan, China.
  • Yuanhao Guo
    Information Engineering College, Shanghai Maritime University, Shanghai 201306, China.
  • Jiacheng Jiang
    College of Materials and Environmental Engineering, Hangzhou Dianzi University, Hangzhou, 310018, Zhejiang, China.
  • Xinjiang Wang
    State Key Laboratory of Superhard Materials, College of Physics, Jilin University, Changchun 130012, China.
  • Ting Sun
    Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, Beijing Advanced Innovation Centre for Biomedical Engineering, School of Engineering Medicine, School of Biological Science and Medical Engineering, Beihang University, No.37 Xueyuan Road, Haidian District, Beijing, 100083, People's Republic of China.
  • Qian Yang
    Center for Advanced Scientific Instrumentation, University of Wyoming, Laramie, WY, United States.
  • Yujia Wang
    School of EECS, Penn State, University Park, PA, 16802, U.S.A. upcheers@gmail.com.
  • Yuan Yuan
    Department of Geriatrics, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China.
  • Li Fan
    Department of Radiology, Second Affiliated Hospital of Naval Medical University, Shanghai, China.
  • Ge Yang
    Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction, Ministry of Education, Huazhong Agricultural University, Wuhan, Hubei Province, 430070 China.
  • Feng Cao
    Department of Cardiology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China; Department of Cardiology, Chinese PLA General Hospital, Beijing, China.