Knowledge graph visualization and retrospective analysis of genetic research on pediatric cardiomyopathy (2000–2024) - Takeaways - MDSpire
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Visualization of Knowledge Graphs and Retrospective Assessment of Genetic Studies in Pediatric Cardiomyopathy (2000–2024)

  • By

  • Xiaohua Han

  • Feng Wang

  • Guifang Wang

  • June 2, 2026

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  • 1

    Pediatric cardiomyopathy is a major cause of heart failure and sudden cardiac death in children, significantly impacting public health.

  • 2

    The study analyzed 1,438 articles from 71 countries, revealing fluctuating research activity and core themes in pediatric cardiomyopathy genetics.

  • 3

    The United States, China, and the United Kingdom are leading nations in pediatric cardiomyopathy research, with the U.S. having the highest publication volume.

  • 4

    Research evolution in pediatric cardiomyopathy progressed from single-gene screening to precision medicine with dynamic monitoring from 2000 to 2024.

  • 5

    Genetic research in pediatric cardiomyopathy is increasingly integrated into digital healthcare, enhancing personalized risk assessment and treatment.

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