ArticleCirculation. Cardiovascular imaging2024
Closing the Last Mile Gap in Access to Multimodality Imaging in Rural Settings: Design of the Imaging Core of the Risk Underlying Rural Areas Longitudinal Study.
Article in Circulation. Cardiovascular imaging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
9 citing papers in PubMed, 13 citations in OpenAlex.
- Article
- Distance and Likelihood of Cardiovascular Imaging Receipt Among Medicare Beneficiaries: Cardiovascular Imaging Deserts Among Medicare Beneficiaries.JACC. Cardiovascular imaging · 2026Article
- Role of Echocardiography in Facilitating Detection of Malnutrition-Induced Cardiovascular Effects in Low-Resource Settings.International journal of preventive medicine · 2026Article
- Valvular Heart Disease Associations With Cardiac Biomarkers Using AI-Guided Echocardiography: The RURAL Cohort Study.JACC. Advances · 2026Article
- AI-Assisted Handheld Echocardiography by Nonexpert Operators: A Narrative Review of Prospective Studies.Cureus · 2025Review
- Valvular Heart Disease Associations with Cardiac Biomarkers Using AI-guided Echocardiography: the RURAL Cohort Study.medRxiv : the preprint server for health sciences · 2025Article
- Quantifying the association of Life's Crucial 9 with cardiovascular diseases among elderly hypertensive patients managed in primary care settings.Population health metrics · 2025Article
- Vascular ring due to double aortic arch as a cause of stridor and dysphagia in infancy: a case report.Archivos peruanos de cardiologia y cirugia cardiovascularArticle
- Mortality trends in the United States for adults with concurrent cerebrovascular disease and pulmonary embolism.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
17 authors at 9 institutions in 2 countries.
Funding
Abstract
Achieving optimal cardiovascular health in rural populations can be challenging for several reasons including decreased access to care with limited availability of imaging modalities, specialist physicians, and other important health care team members. Therefore, innovative solutions are needed to optimize health care and address cardiovascular health disparities in rural areas. Mobile examination units can bring imaging technology to underserved or remote communities with limited access to health care services. Mobile examination units can be equipped with a wide array of assessment tools and multiple imaging modalities such as computed tomography scanning and echocardiography. The detailed structural assessment of cardiovascular and lung pathology, as well as the detection of extracardiac pathology afforded by computed tomography imaging combined with the functional and hemodynamic assessments acquired by echocardiography, yield deep phenotyping of heart and lung disease for populations historically underrepresented in epidemiological studies. Moreover, by bringing the mobile examination unit to local communities, innovative approaches are now possible including engagement with local professionals to perform these imaging assessments, thereby augmenting local expertise and experience. However, several challenges exist before mobile examination unit-based examinations can be effectively integrated into the rural health care setting including standardizing acquisition protocols, maintaining consistent image quality, and addressing ethical and privacy considerations. Herein, we discuss the potential importance of cardiac multimodality imaging to improve cardiovascular health in rural regions, outline the emerging experience in this field, highlight important current challenges, and offer solutions based on our experience in the RURAL (Risk Underlying Rural Areas Longitudinal) cohort study.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.