Predicting cognitive impairment in chronic kidney disease patients using structural and functional brain network: An application study of artificial intelligence.

Journal: Progress in neuro-psychopharmacology & biological psychiatry
Published Date:

Abstract

OBJECTIVE: To develop and validate artificial intelligence models for the prediction of cognitive impairment in chronic kidney disease (CKD) patients using structural and functional brain network.

Authors

  • Yun Fei Wang
    Department of Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing 210002, China; Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
  • Li Mao
    Deepwise AI Lab, Deepwise Inc, No.8 Haidian avenue, Sinosteel International Plaza, Beijing, 100080, China.
  • Hui Juan Chen
    Department of Radiology, Affiliated Hainan Hospital of Hainan Medical College, Hainan General Hospital, Haikou 570100, China.
  • Yu Ting Yang
    Department of Radiology, Jinling Hospital, Medical School of Nanjing University, Nanjing 210002, China.
  • Xiu Li Li
    Deepwise AI Lab, Beijing, 100089, China.
  • Guang Ming Lu
  • Wei Xing
    Department of Radiology, Third Affiliated Hospital of Soochow University, Changzhou Jiangsu 213003.
  • Long Jiang Zhang