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AI in Outpatient Practice for Diagnosing Aortic Stenosis and Diastolic Dysfunction

AI in Outpatient Practice for Diagnosing Aortic Stenosis and Diastolic Dysfunction

Recruiting
60 years and older
All
Phase N/A
  • Technical (Original)
  • Simplified (AI rewritten)

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Overview

Two recently developed artificial intelligence-enabled electrocardiogram (AI-ECG) models have been developed to detect aortic stenosis (AS) and diastolic dysfunction (DD). AI-ECG for AS has a sensitivity of 78% and specificity of 74%, and AI-ECG for DD has a sensitivity of 83% and specificity of 80%. However, these models have never been prospectively applied to diagnose AS or DD, which may be useful for patients and providers from a diagnostic and prognostic perspective and especially in settings where access to higher- level medical care is limited. In this study, we aim to determine the clinical utility of these AI-ECG models by prospectively applying them to an outpatient cohort and then completing a focused point-of-care ultrasound to evaluate those who are AI-ECG positive for AS and DD.

Eligibility

Inclusion Criteria:

  • ≥ 60 years of age must have a clinical scheduled ECG performed.

Exclusion Criteria:

  • < 59 years of age
  • Is not scheduled for a clinical ECG
  • Unable to provide consent.

Study details
    Aortic Stenosis
    Diastolic Dysfunction

NCT06580158

Mayo Clinic

16 October 2025

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