Discrepancies in ASPECTS obtained by artificial intelligence and experts: Associated factors and prognostic implications.

Journal: European journal of radiology
Published Date: Aug 28, 2024

Abstract

PURPOSE: The differences between the Alberta Stroke Program Early CT Score (ASPECTS) obtained by experts and artificial intelligence (AI) software require elucidation. We aimed to characterize the discrepancies between the ASPECTS obtained by AI and experts and determine the associated factors and prognostic implications.

Authors

  • Xiaoqing Cheng
    Department of Diagnostic Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing 210002, China.
  • Bing Tian
    Department of Radiology, Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University,Shanghai 200000,China.
  • LiJun Huang
    Department of Medical Imaging,Nanjing Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, Jiangsu 210002, China.
  • Shen Xi
    Department of Medical Imaging,Nanjing Jinling Hospital, Nanjing Medical University, Nanjing, Jiangsu 210002, China.
  • QuanHui Liu
    Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu 210002, China.
  • BaiYan Luo
    Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu 210002, China.
  • HuiMin Pang
    Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu 210002, China.
  • JinJing Tang
    Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu 210002, China.
  • Xia Tian
    X-Chem, Waltham, Massachusetts 02453, United States.
  • YuXi Hou
    Department of Radiology, Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University,Shanghai 200000,China.
  • Luguang Chen
    Department of Radiology, Changhai Hospital of Shanghai, The Second Military Medical University, No.168 Changhai Road, Shanghai, 200433, China.
  • Qian Chen
    Department of Pain Medicine Guizhou Provincial Orthopedics Hospital Guiyang Guizhou China.
  • WuSheng Zhu
    Department of Neurology, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, Jiangsu 210002, China.
  • Xindao Yin
    Department of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
  • ChenWei Shao
    Department of Radiology, Changhai Hospital of Shanghai, The First Affiliated Hospital of Navy Medical University,Shanghai 200000,China. Electronic address: Cwshao@sina.com.
  • Guangming Lu
    Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China.

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