Hemodynamic values were extracted from the medical record. Screening tasks correspond to the automated diagnostic tasks studied: 1) Any AS (vs none), 2) Early AS vs Significant AS, 3) No significant AS (vs significant AS). Not all values are available for every study, the number reporting each value are shown in the left hand column. All values are median +/− interquartile range (IQR) unless otherwise specified. AS is aortic stenosis. LV is left ventricle, V2 max is the peak continuous wave velocity. AV is aortic valve. LV ejection fraction was assessed by integrating the biplane method of disks summation (modified Simpson’s rule) with overall visual assessment. Max gradient is the maximum continuous wave gradient across the aortic valve. Mean gradient is the mean continuous wave gradient across the aortic valve. mmHg is millimeters of mercury.