Development of machine learning-based models for predicting risk factors in acute cerebral infarction patients: a clinical retrospective study.

Journal: BMC neurology
PMID:

Abstract

OBJECTIVES: The aim of this study was to develop machine learning-based models for predicting acute cerebral infarction (ACI) in patients.

Authors

  • Changqing Yang
    Department of Emergency, The Sixth Affiliated Hospital of Nantong University, 2 Xinduxi Road, Yancheng, Jiangsu, 224000, China.
  • Renlin Hu
    Department of Internal Medicine Neurology, Wuhan Fifth Hospital, 122 Xianzheng Street, Wuhan, 430050, China.
  • Shilan Xiong
    Department of Neurology, Affiliated Hospital 6 of Nantong University, 02 Xinduxi Road, Yancheng, 224000, China.
  • Zhou Hong
    Department of Neurology, The Second Affiliated Hospital of Jianghan University (Wuhan City Fifth Hospital), Wuhan, Hubei, China.
  • Jiaqi Liu
  • Zhuqing Mao
    Department of Neurology, Fushun Central Hospital, 05 Xincheng Road, Jinzhou, 113000, China. 18846146118@163.com.
  • Mingzhu Chen
    Department of Neurology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, Jiangsu, China.