In a study of 50 echocardiography reports, GPT-5 mini extracted 55 cardiovascular fields from free-text echocardiography reports with 92.5% exact-match agreement with expert annotation.
Shear wave velocity measurements in the basal anteroseptal and right ventricular walls differed between transthyretin and light chain cardiac amyloidosis when conventional echocardiographic parameters did not.
An ensemble electrocardiogram model classified derived diastolic dysfunction risk phenotypes and stratified heart failure–related death risk across external cohorts, according to findings presented at ASE 2026.
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Researchers evaluated 300,828 adult transthoracic echocardiograms using the 2016 and 2025 American Society of Echocardiography diastolic function guidelines; 87,724 met criteria for analysis.