The Role of Machine Learning in Cognitive Impairment in Parkinson Disease: Systematic Review and Meta-Analysis.

Journal: Journal of medical Internet research
PMID: 40153789

Abstract

BACKGROUND: Parkinson disease (PD) is a common neurodegenerative disease characterized by both motor and nonmotor symptoms. Cognitive impairment often occurs early in the disease and can persist throughout its progression, severely impacting patients' quality of life. The utilization of machine learning (ML) has recently shown promise in identifying cognitive impairment in patients with PD.

Authors

  • Yanyun Wu
    Department of Neurology, West China Hospital of Sichuan University, Chengdu, China.
  • Yangfan Cheng
    Department of Neurology, West China Hospital of Sichuan University, Chengdu, China.
  • Yi Xiao
    Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China.
  • Huifang Shang
    Department of Neurology, West China Hospital of Sichuan University, Chengdu, China.
  • Ruwei Ou
    Department of Neurology, West China Hospital of Sichuan University, Chengdu, China.

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