Automatic assessment of DWI-ASPECTS for acute ischemic stroke based on deep learning.

Journal: Medical physics
PMID:

Abstract

BACKGROUND: Alberta Stroke Program Early Computed Tomography Score (ASPECTS) is a standardized semi-quantitative method for early ischemic changes in acute ischemic stroke.

Authors

  • Ting Fang
    Beijing Institute of Biotechnology, 20 Dongdajie Street, Fengtai District, Beijing, China.
  • Zhuoyun Jiang
    School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
  • Yuxi Zhou
  • Shouqiang Jia
    Jinan People's Hospital affiliated to Shandong First Medical University, Shandong, China.
  • Jiaqi Zhao
    Department of Radiology, Jiangmen Central Hospital, Jiangmen, China.
  • Shengdong Nie
    School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, 516 Jun Gong Road, Shanghai, 200093, China.