Cardiothoracic & vascular anesthesia

Automated Measurements of Left Ventricular Ejection Fraction During Cardiac Surgery by Transesophageal Echocardiography: Auto-EF Study

J Cardiothorac Vasc AnesthPublished Diagnostic accuracy study

Authors' conclusion

The TEE measurement of manual and auto EF in cardiac surgical patients showed a strong agreement, with only a slight difference in average measurement.

Study context

Population
Adults undergoing various cardiac surgical procedures, 4 tertiary care hospitals in India
Participants
180 adults
Comparison
Automated ejection fraction (EF) vs manual EF by transesophageal echocardiography (TEE)
Outcome
Agreement of EF between manual and auto measurements
Methodological detailsmulticentre, retrospective, observational
  • Multicentre
  • Retrospective
  • Observational

Performance

As reported in the abstract

Interclass correlation

0.84

95% CI 0.68–0.91P < 0.001

Auto-EF vs Manual EF

Pearson's r (EF)

0.88

95% CI 0.84–0.91P < 0.001

Auto-EF vs Manual EF

Mean difference

3.30 %

Manual EF vs Auto-EF · limits of agreement −8.03 to 14.64% (Bland-Altman)

Further findings

OutcomeEstimateP value
End-diastolic and end-systolic volume correlationAuto-EF vs Manual EFPearson's r (end-diastolic volume) 0.95 (95% CI 0.94–0.97)P < 0.001
End-diastolic and end-systolic volume correlationAuto-EF vs Manual EFPearson's r (end-systolic volume) 0.94 (95% CI 0.93–0.96)P < 0.001
EF grade agreementCohen's kappa 0.72 (95% CI 0.64–0.79)P < 0.001
EF grade agreement — Correctly classified by auto method
72.2%
EF grade agreement — Over-classified
23.3%
EF grade agreement — Under-classified
4.4%

Parts of this Brief are withheld: the automatic checks could not confirm them against the abstract.

Original publication

Automated Measurements of Left Ventricular Ejection Fraction During Cardiac Surgery by Transesophageal Echocardiography: Auto-EF Study. J Cardiothorac Vasc Anesth. Published 3 October 2025. doi:10.1053/j.jvca.2025.10.001

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