Deep Learning-Enabled Identification of Autoimmune Encephalitis on 3D Multi-Sequence MRI.

Journal: Journal of magnetic resonance imaging : JMRI
PMID: 34478565

Abstract

BACKGROUND: Autoimmune encephalitis (AE) is a noninfectious emergency with severe clinical attacks. It is difficult for the earlier diagnosis of acute AE due to the lack of antibody detection resources.

Authors

  • Yayun Xiang
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Chun Zeng
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Baiyun Liu
    Infervision, Beijing, China.
  • Weixiong Tan
    Beijing Infervision Technology Co. Ltd., Beijing, 100025, China.
  • Jiangfen Wu
    Department of Biomedical Engineering, College of Automation, Nanjing University of Aeronautics and Astronautics, No. 29, Yudao St., Qinhuai District, Nanjing, 210016, Jiangsu Province, China, wjfyunzhu@163.com.
  • Xiaofei Hu
    Department of Radiology, Southwest Hospital, Third Military Medical University (Army Military Medical University), Chongqing, China.
  • Yongliang Han
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Qi Luo
    B-DAT & CICAEET, School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, PR China.
  • Junwei Gong
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Junhang Liu
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
  • Yongmei Li
    Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

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