Predictors of Stroke Outcome Extracted from Multivariate Linear Discriminant Analysis or Neural Network Analysis.

Journal: Journal of atherosclerosis and thrombosis
PMID:

Abstract

AIM: The prediction of functional outcome is essential in the management of acute ischemic stroke patients. We aimed to explore the various prognostic factors with multivariate linear discriminant analysis or neural network analysis and evaluate the associations between candidate factors, baseline characteristics, and outcome.

Authors

  • Tomohisa Nezu
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Naohisa Hosomi
    Department of Neurology, Chikamori Hospital.
  • Kazumasa Yoshimura
    Graduate School of Engineering, Hiroshima University, Higashi-Hiroshima, 739-8527, Japan.
  • Daisuke Kuzume
    Department of Neurology, Chikamori Hospital.
  • Hiroyuki Naito
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Shiro Aoki
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Yuko Morimoto
    Department of Neurology, Chikamori Hospital.
  • Masato Kinboshi
    Department of Neurology, Chikamori Hospital.
  • Takeshi Yoshida
    The Institute of Scientific and Industrial Research, Osaka University, 8-1 Mihogaoka, Ibaraki, Osaka, 567-0047, Japan.
  • Yuji Shiga
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Naoto Kinoshita
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Akira Furui
    Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima, 739-8527, Japan.
  • Genta Tabuchi
    Faculty of Engineering, Hiroshima University.
  • Hiroki Ueno
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.
  • Toshio Tsuji
  • Hirofumi Maruyama
    Department of Clinical Neuroscience and Therapeutics, Hiroshima University Graduate School of Biomedical and Health Sciences.