This paper is in the following e-collection/theme issue:

Digital Health Reviews (1771) Clinical Information and Decision Making (1980) Reviews (140) Machine Learning (2148) Artificial Intelligence (2223) Aging with Chronic Disease (183) Diabetes (270)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/84617, first published .
Characterization of Models for Identifying Physical and Cognitive Frailty in Older Adults With Diabetes: Systematic Review and Meta-Analysis

Characterization of Models for Identifying Physical and Cognitive Frailty in Older Adults With Diabetes: Systematic Review and Meta-Analysis

Characterization of Models for Identifying Physical and Cognitive Frailty in Older Adults With Diabetes: Systematic Review and Meta-Analysis

Authors of this article:

Xia Wang1 Author Orcid Image ;   Shujie Meng1 Author Orcid Image ;   Xiang Xiao2 Author Orcid Image ;   Liu Lu3 Author Orcid Image ;   Hongyan Chen1 Author Orcid Image ;   Yong Li4 Author Orcid Image ;   Rong Zhang4 Author Orcid Image ;   Qiwu Jiang5 Author Orcid Image ;   Shan Liu6 Author Orcid Image ;   Ru Gao6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Xia Wang   1 * , MS ;   Shujie Meng   1 * , MS ;   Xiang Xiao   2 , BS ;   Liu Lu   3 ;   Hongyan Chen   1 , MS ;   Yong Li   4 , MEd ;   Rong Zhang   4 ;   Qiwu Jiang   5 , BM ;   Shan Liu   6 , MS ;   Ru Gao   6 , PhD

1 School of Basic Medical Sciences and School of Nursing, Chengdu University, Chengdu, China

2 School of Nursing, Yibin Vocational College of Medicine and Health, Yibin, China

3 Nursing Department, The Fourth People's Hospital of Yibin, Yibin, China

4 Rehabilitation College, Sichuan Health Rehabilitation Vocational College, Zigong, China

5 Medical and Nursing College, Yibin Vocational College of Medicine and Health, Yibin, China

6 Nursing Department, Wenjiang District People's Hospital, Chengdu, Sichuan Province, China

*these authors contributed equally

Corresponding Author:

  • Ru Gao, PhD
  • Nursing Department
  • Wenjiang District People's Hospital
  • No.86 Kangtai Road Wenjiang District
  • Chengdu, Sichuan Province 611130
  • China
  • Phone: 86 18328690226
  • Email: 154475957@qq.com