CardiacAI / InformaticsResearch

External validation of AI full-vessel segmentation for intracoronary OCT

Journal of the American Heart Associationyesterday

AI full-vessel segmentation of intracoronary optical coherence tomography (OCT) in 100 consecutive patients matched expert reads: calcified plaque kappa 0.88 (95% CI 0.84-0.92), lipid plaque kappa 0.68, near or better than interobserver variability.

  • Retrospective external validation included 100 consecutive patients and 2560 analyzable OCT frames.
  • For lipid plaque, intraclass correlation coefficients were 0.79 for lipid arc and 0.59 for minimum fibrous cap thickness, largely superior to interobserver variability.
  • Performance was limited for low-prevalence features such as plaque rupture.

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