Coronary disease & ACSDiagnostic or prognostic study

Deep Learning and Fluid Dynamics On-Site CT-FFR Solution Compared to Off-Site FFRct and Invasive Fractional Flow Reserve (FFR)

JACC Cardiovasc ImagingPublished

  • Diagnostic accuracy study
  • single-centre
  • prospective

Authors' conclusion

This study establishes xFFR as a robust and efficient on-site tool for assessing CAD, demonstrating high diagnostic accuracy, reproducibility, and agreement with invasive methods.

Study context

Population
Symptomatic patients at intermediate-to-high coronary artery disease (CAD) risk undergoing coronary computed tomography angiography (CTA) and invasive coronary angiography
Participants
250 patients
Comparison
On-site xFFR vs off-site FFRct, with invasive FFR as reference
Outcome
Diagnostic performance for functionally significant CAD vs iFFR (AUC)

Performance

As reported in the abstract

Diagnostic performance for functionally significant CAD

AUC

0.91 vs 0.89

P = 0.274

By group

Further findings

OutcomexFFRFFRctiFFRAUCP value
AUC, left anterior descending artery0.96 vs 0.84P = 0.001
AUC0.960.84Not reported in the abstract
xFFR analysis time
8 · mean · SD 3.4 · minutes

Correlation of xFFR (Spearman)

xFFR vs iFFR
ρ = 0.67
xFFR vs FFRct
ρ = 0.53

Original publication

Deep Learning and Fluid Dynamics On-Site CT-FFR Solution Compared to Off-Site FFRct and Invasive FFR. JACC Cardiovasc Imaging. Published 27 February 2026. doi:10.1016/j.jcmg.2025.11.011

Summarised from the published abstract; every number is checked against it