The Current Research Landscape of the Application of Artificial Intelligence in Managing Cerebrovascular and Heart Diseases: A Bibliometric and Content Analysis

International Journal of Environmental Research and Public Health
Bach X TranRoger C. M. Ho

Abstract

The applications of artificial intelligence (AI) in aiding clinical decision-making and management of stroke and heart diseases have become increasingly common in recent years, thanks in part to technological advancements and the heightened interest of the research and medical community. This study aims to provide a comprehensive picture of global trends and developments of AI applications relating to stroke and heart diseases, identifying research gaps and suggesting future directions for research and policy-making. A novel analysis approach that combined bibliometrics analysis with a more complex analysis of abstract content using exploratory factor analysis and Latent Dirichlet allocation, which uncovered emerging research domains and topics, was adopted. Data were extracted from the Web of Science database. Results showed topics with the most compelling growth to be AI for big data analysis, robotic prosthesis, robotics-assisted stroke rehabilitation, and minimally invasive surgery. The study also found an emerging landscape of research that was centered on population-specific and early detection of stroke and heart disease. Application of AI in health behavior tracking and improvement as well as the use of robotics in medi...Continue Reading

References

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Citations

Jan 11, 2020·Der Chirurg; Zeitschrift für alle Gebiete der operativen Medizen·D HerrmannE Hecker
Apr 30, 2020·International Journal of Environmental Research and Public Health·Minxi WangXin Li
Jan 27, 2021·International Journal of Environmental Research and Public Health·Elena García-GarcíaMarlon Félix Cárdenas Bonnet
Apr 23, 2021·BMC Geriatrics·Gregorio Gonzalez-AlcaideJose-Manuel Ramos-Rincon

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