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

Aging with Chronic Disease (156) Machine Learning (1937) Dementia and Cognitive Decline (650)

Published on in Vol 8 (2025)

This is a member publication of City University of Hong Kong

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67437, first published .
Using Machine Learning to Predict Cognitive Decline in Older Adults From the Chinese Longitudinal Healthy Longevity Survey: Model Development and Validation Study

Using Machine Learning to Predict Cognitive Decline in Older Adults From the Chinese Longitudinal Healthy Longevity Survey: Model Development and Validation Study

Using Machine Learning to Predict Cognitive Decline in Older Adults From the Chinese Longitudinal Healthy Longevity Survey: Model Development and Validation Study

Authors of this article:

Hao Ren1, 2 Author Orcid Image ;   Yiying Zheng3 Author Orcid Image ;   Changjin Li2 Author Orcid Image ;   Fengshi Jing2 Author Orcid Image ;   Qiting Wang4 Author Orcid Image ;   Zeyu Luo2 Author Orcid Image ;   Dongxiao Li5 Author Orcid Image ;   Deyi Liang6 Author Orcid Image ;   Weiming Tang1, 7, 8 Author Orcid Image ;   Li Liu4 Author Orcid Image ;   Weibin Cheng1, 2, 9 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Hao Ren   1, 2 * , PhD ;   Yiying Zheng   3 * , MSc ;   Changjin Li   2 * , MSc ;   Fengshi Jing   2 , PhD ;   Qiting Wang   4 , MSc ;   Zeyu Luo   2 , BSc ;   Dongxiao Li   5 , BSc ;   Deyi Liang   6 , MSc ;   Weiming Tang   1, 7, 8 , PhD ;   Li Liu   4 , PhD ;   Weibin Cheng   1, 2, 9 , PhD

1 Institute for Healthcare Artificial Intelligence Application, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, China

2 Faculty of Data Science, City University of Macau, Macao SAR, China

3 The Affiliated Traditional Chinese Medicine Hospital, Guangzhou Medical University, Guangzhou, China

4 School of Public Health, Guangdong Pharmaceutical University, Guangzhou, China

5 Hainan International College, Minzu University of China, Beijing, China

6 Guangdong Women and Children Hospital, Guangzhou, China

7 Institute for Global Health and Infectious Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

8 University of North Carolina at Chapel Hill Project-China, Guangzhou, China

9 College of Computing, City University of Hong Kong, Hong Kong SAR, China

*these authors contributed equally

Corresponding Author:

  • Weibin Cheng, PhD
  • Institute for Healthcare Artificial Intelligence Application, The Affiliated Guangdong Second Provincial General Hospital of Jinan University
  • No. 466 Xingangzhong Road, Haizhu District
  • Guangzhou 510317
  • China
  • Phone: 86 13929587059
  • Email: chwb817@gmail.com