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Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99686, first published .
Tablet displays AI healthcare concepts: human anatomy, data graphs, and neural networks.

Horizon-Aware Forecasting of Hypertension Prevalence and Mean Total Cholesterol in Chinese Men: Retrospective Leakage-Controlled Benchmark Study Comparing Statistical, Machine-Learning, and Neural Models

Horizon-Aware Forecasting of Hypertension Prevalence and Mean Total Cholesterol in Chinese Men: Retrospective Leakage-Controlled Benchmark Study Comparing Statistical, Machine-Learning, and Neural Models

Authors of this article:

Weiguo Lai1 Author Orcid Image ;   Fazli Subhan2 Author Orcid Image ;   Nana Zhou1 Author Orcid Image ;   Jawad Khan2 Author Orcid Image

Weiguo Lai   1 , PhD ;   Fazli Subhan   2 , PhD ;   Nana Zhou   1 , PhD ;   Jawad Khan   2 , MS

1 School of Computer Sciences, Shandong Xiehe University, Jinan, Shandong, China

2 School of Information and Artificial Intelligence, Yangzhou University, Yangzhou, Jiangsu, China

Corresponding Author:

  • Fazli Subhan, PhD
  • School of Information and Artificial Intelligence
  • Yangzhou University
  • Yangzijin Campus, No. 196 Huayang West Road
  • Yangzhou, Jiangsu 225127
  • China
  • Phone: 86 17851975652
  • Email: fazlisubhanse@outlook.com