Initial seizure episodes risk factors identification during hospitalization of ICU patients: A retrospective analysis of the eICU collaborative research database.

Journal: Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia
Published Date:

Abstract

BACKGROUND: We aimed to identify risk factors for initial seizure episodes in ICU patients using various machine learning algorithms.

Authors

  • Nan Cheng
  • Zian Yi
    State Key Laboratory of Oral & Maxillofacial Reconstruction and Regeneration, National Clinical Research Center for Oral Diseases, Shaanxi Clinical Research Center for Oral Diseases, Department of Orthodontics, School of Stomatology, The Fourth Military Medical University, Xi'an, Shaanxi, China; Lian Bang Research Institute of Oral Technology, Lian Bang Hospital of Stomatology, Xi'an, Shaanxi, China.
  • Jiayue Wang
    Department of Encephalopathy, Shaanxi Provincial Hospital of Chinese Medicine, Xi Huamen, Xi'an, Shaanxi, China; Department of First Clinical Medicine, Shaanxi University of Chinese Medicine, 712000 Xian Yang, China.
  • Zhenliang Hui
    Department of Encephalopathy, Shaanxi Provincial Hospital of Chinese Medicine, Xi Huamen, Xi'an, Shaanxi, China.
  • Jun Chen
    Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.
  • An Gao
    Department of Cardiology, Shaanxi Provincial Hospital of Chinese Medicine, Xi Huamen, Xi'an 710000 Shaanxi, China. Electronic address: 1016301749@qq.com.