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Updated: Sep 16, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Early warning and stratification of the elderly cardiopulmonary dysfunction-related diseases: multicentre prospective
Xiuxiu Zhou1, Qianxi Jin1, Yi Xia1
1Department of Radiology, The Second Affiliated Hospital of the Naval Medical University of the Chinese People's Liberation Army, Shanghai, Shanghai, China.
Introduction:
In China, there is a lack of standardised clinical imaging databases for multidimensional evaluation of cardiopulmonary diseases. To address this gap, this study protocol launched a project to build a clinical imaging technology integration and a multicentre database for early warning and stratification of cardiopulmonary dysfunction in the elderly.
Methods And Analysis:
This study employs a cross-sectional design, enrolling over 6000 elderly participants from five regions across China to evaluate cardiopulmonary function and related diseases. Based on clinical criteria, participants are categorized into three groups: a healthy cardiopulmonary function group, a functional decrease group and an established cardiopulmonary diseases group. All subjects will undergo comprehensive assessments including chest CT scans, echocardiography, and laboratory examinations. Additionally, at least 50 subjects will undergo cardiopulmonary exercise testing (CPET). By leveraging artificial intelligence technology, multimodal data will be integrated to establish reference ranges for cardiopulmonary function in the elderly population, as well as to develop early-warning models and severity grading standard models.
Ethics And Dissemination:
The study has been approved by the local ethics committee of Shanghai Changzheng Hospital (approval number: 2022SL069A). All the participants will sign the informed consent. The results will be disseminated through peer-reviewed publications and conferences.
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