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Peer-reviewedCC BY-NCAnnals of medicine

Construction and validation of an identification model for frailty in maintenance hemodialysis patients using multiple machine learning algorithms: a cross-sectional study of retrospectively collected data

  • Jiao Wang1
  • Ping Yu1
  • Wenjuan Sun1
  • Yina Wang2
  • Yijun Zhou3
  • Yuxin Liu1
  • Hong Bian1
  • Yuqing Chen4
  • Xuchu Duan4
  • Xu Zhang1
4 affiliations
  1. 1Jiangnan University Medical Center, Wuxi No.2 People’s Hospital, Wuxi Medical College, Jiangnan university , ,
  2. 2Hemodialysis Center, Jianhu County People’s Hospital , ,
  3. 3Hemodialysis Center, Affiliated Hospital of Jiangnan University, Jiangnan University , ,
  4. 4Department of Pharmacy, Affiliated Hospital of Nantong University, school of Life Science, Affiliated Wuxi Clinical College of Nantong University Wuxi No.2 People’s Hospital, Nantong University , ,
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Cite

BibTeXRIS
BibTeX
@article{wang2026construction,
  title = {{Construction and validation of an identification model for frailty in maintenance hemodialysis patients using multiple machine learning algorithms: a cross-sectional study of retrospectively collected data}},
  author = {Jiao Wang and Ping Yu and Wenjuan Sun and Yina Wang and Yijun Zhou and Yuxin Liu and Hong Bian and Yuqing Chen and Xuchu Duan and Xu Zhang},
  journal = {Annals of medicine},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13656680},
  note = {CC BY-NC},
}
RIS
TY  - JOUR
TI  - Construction and validation of an identification model for frailty in maintenance hemodialysis patients using multiple machine learning algorithms: a cross-sectional study of retrospectively collected data
AU  - Jiao Wang
AU  - Ping Yu
AU  - Wenjuan Sun
AU  - Yina Wang
AU  - Yijun Zhou
AU  - Yuxin Liu
AU  - Hong Bian
AU  - Yuqing Chen
AU  - Xuchu Duan
AU  - Xu Zhang
PY  - 2026
DA  - 2026/10/16
JO  - Annals of medicine
UR  - https://europepmc.org/article/PMC/PMC13656680
SN  - 0785-3890
SN  - 1365-2060
ER  -