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Digital Health Reviews (3719) Clinical Information and Decision Making (3768) Research Instruments, Questionnaires, and Tools (1213) New Methods (1817) mHealth for Data Collection and Research (1744) Decision Support for Health Professionals (2268) Machine Learning (3232)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92399, first published .
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Performance of AI-Based Screening Tools for Obstructive Sleep Apnea Across Apnea-Hypopnea Index Thresholds: Systematic Review and Meta-Analysis

Performance of AI-Based Screening Tools for Obstructive Sleep Apnea Across Apnea-Hypopnea Index Thresholds: Systematic Review and Meta-Analysis

Authors of this article:

Yujia Lv1 Author Orcid Image ;   Lihui Zhou1, 2, 3 Author Orcid Image ;   Sihan Jiao1 Author Orcid Image ;   Jiaying Lin1 Author Orcid Image ;   Boran Sun1, 2, 3 Author Orcid Image ;   Haixia Hao1 Author Orcid Image ;   Chenxiao Jia1 Author Orcid Image ;   Yuan Wang1, 2, 3 Author Orcid Image ;   Li Bu4 Author Orcid Image ;   Wenli Lu1, 2, 3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Yujia Lv   1 * , MSc ;   Lihui Zhou   1, 2, 3 * , PhD ;   Sihan Jiao   1 , MSc ;   Jiaying Lin   1 , MSc ;   Boran Sun   1, 2, 3 , PhD ;   Haixia Hao   1 , MSc ;   Chenxiao Jia   1 , MSc ;   Yuan Wang   1, 2, 3 , PhD ;   Li Bu   4 * , MSc ;   Wenli Lu   1, 2, 3 * , PhD

1 Department of Epidemiology and Health Statistics, School of Public Health, Tianjin Medical University, Tianjin, China

2 Tianjin Key Laboratory of Environment, Nutrition and Public Health, Tianjin Medical University, Tianjin, China

3 Laboratory for Artificial Intelligence and Active Health, Tianjin Medical University, Tianjin, China

4 Jinqiu Hospital of Liaoning Province, Shenyang, China

*these authors contributed equally

Corresponding Author:

  • Wenli Lu, PhD
  • Department of Epidemiology and Health Statistics
  • School of Public Health, Tianjin Medical University
  • 22 Qixiangtai Road, Heping District
  • Tianjin 300070
  • China
  • Phone: 86 022-83336619
  • Email: luwenli@tmu.edu.cn