Open access
Oct 2026
Algorithmic Guardrails for Echocardiography AI
Background Automated echocardiography analysis using artificial intelligence (AI) currently lacks effective guardrails or oversight mechanisms to ensure its safe and reliable deployment. Objectives This study investigated whether deep feature representations can identify echocardiograms at risk of misinterpretation by...
Krish Kabra, Sadeer G. Al-Kindi, G. Balakrishnan
· JACC: Advances · 0 citations