Latent Trajectories of Cerebral Perfusion Pressure and Risk Prediction Models Among Patients with Traumatic Brain Injury: Based on an Interpretable Artificial Neural Network.

Journal: World neurosurgery
PMID:

Abstract

OBJECTIVE: This study aimed to characterize long-term cerebral perfusion pressure (CPP) trajectory in traumatic brain injury (TBI) patients and construct an interpretable prediction model to assess the risk of unfavorable CPP evolution patterns.

Authors

  • Hai Zhou
    Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
  • Yutong Zhao
    Department of Urology, the First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China. Electronic address: 1393437732@qq.com.
  • Hui Zheng
    Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai 200030, China.
  • Changcun Chen
    Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
  • Zongyi Xie
    Department of Neurosurgery, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China. Electronic address: zyxie2008@cqmu.edu.cn.