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AI-ECG for Detecting Structural Heart Disease in the Community: Evaluating Real-World Applicability in the PREVUE-VALVE Study
AIcommunity health结构性心脏病

AI-ECG for Detecting Structural Heart Disease in the Community: Evaluating Real-World Applicability in the PREVUE-VALVE Study

By MedXY|Aug 21, 2026

The PREVUE-VALVE Study demonstrates that AI-ECG models developed in hospital settings show reduced diagnostic accuracy when applied to community populations with lower disease prevalence and milder structural heart disease, underscoring the

AI-ECG Identified Left Ventricular Systolic Dysfunction in Kenya With High Sensitivity and Excellent Rule-Out Performance
AIAI-ECG
echocardiography

AI-ECG Identified Left Ventricular Systolic Dysfunction in Kenya With High Sensitivity and Excellent Rule-Out Performance

By MedXY|May 6, 2026

In Kenyan outpatient clinics, an AI-enabled ECG algorithm showed strong discrimination for left ventricular systolic dysfunction, with 95.6% sensitivity and 99.1% negative predictive value against echocardiography.

AI-Enhanced ECG Predicts Future Regurgitant Valvular Disease: Large International Study Shows Promise for Earlier Detection and Targeted Echocardiography
AIAI-ECGMitral Regurgitation

AI-Enhanced ECG Predicts Future Regurgitant Valvular Disease: Large International Study Shows Promise for Earlier Detection and Targeted Echocardiography

By MedXY|Dec 1, 2025

An international study developed AI-ECG models that diagnose and predict future moderate–severe mitral, tricuspid, and aortic regurgitation, validated across distinct populations and linked to subclinical chamber remodelling.

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