Machine learning-based prediction model for cognitive impairment risk in patients with chronic kidney disease.

Journal: PloS one
Published Date: Jun 5, 2025

Abstract

BACKGROUND: The high prevalence of cognitive impairment (CI) in Chronic kidney disease (CKD) patients impacts their quality of life and prognosis, yet risk prediction models for CI in this population remain underexplored.

Authors

  • Meng Cao
    Department of General Surgery, the Affiliated Hospital of Xuzhou Medical University, Xuzhou 221002, China.
  • Bixia Tang
    National Genomics Data Center, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China; CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China.
  • Liwei Yang
    School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650093, China.
  • Jing Zeng
    Department of Pharmacy, the Second Xiangya Hospital, Central South University, NO139, Renmin Road, Changsha, Hunan 410011, China.

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