WVU Trains Models to Diagnose Heart Failure in Appalachian Population
WVU Today
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Contributed by: Kate Gamble
Summary
Researchers at West Virginia University (WVU) are developing artificial intelligence (AI) models to improve heart failure diagnosis in rural Appalachian populations, utilizing data from low-tech electrocardiograms. This initiative aims to counter the shortcomings of existing AI systems that are predominantly informed by urban demographic data, which may not apply to rural patients facing different health challenges and environmental risks. By analyzing anonymized medical records from over 55,000 patients, the study emphasizes the use of accessible electrocardiograms to accurately predict heart function and address the critical shortage of specialized care in these underserved regions, ultimately enhancing healthcare delivery for vulnerable populations.
