HomeRadiology & Imaging–Omics Scores › Radiomics-Derived Ischemia Burden Score (R-IBS) Calculator

Radiomics-Derived Ischemia Burden Score (R-IBS) Calculator

  • Dominance
  • Radiomics Rad-signature (probability of functional ischemia, 0–1)
    LAD 
    LCx 
    RCA 
  • Optional: CT-FFR per vessel (0–1)
    LAD 
    LCx 
    RCA  Leave blank if unavailable. CT-FFR values are inverted internally as 1−FFR to represent ischemia probability.
  • Radiomics-Derived Ischemia Burden Score (R-IBS): Explanation and Clinical Context
    This calculator estimates global ischemic burden by blending per-vessel radiomics probabilities of functional ischemia with optional CT-derived fractional flow reserve (CT-FFR). Radiomics “Rad-signature” values represent the probability that a given coronary vessel supplies an ischemic territory; these were derived from pericoronary tissue features on coronary CT angiography (CCTA) using machine learning, validated against CT-FFR ≤0.80.

    Each vessel probability is weighted by myocardial territory according to coronary dominance: LAD (~50%), LCx (~20–35%), RCA (~15–30%). The resulting weighted sum represents total ischemic myocardium as a percentage of the left ventricle.

    Clinical interpretation: Ischemic burden <5% indicates low risk, 5–10% borderline/intermediate, and >10% moderate-to-severe burden. These thresholds are extrapolated from nuclear perfusion studies and should be interpreted within the clinical context.

    References:
    Feng Y, et al. Front Physiol. 2022;13:980996.
    Shang J, et al. Diagnostics. 2022;12(5):1158.
    Lin A, et al. Circ Cardiovasc Imaging. 2022;15(10):e014369.
    Seo CO, et al. J Clin Med. 2025;14(15):5429.
    Reynolds HR, et al. Circ Cardiovasc Imaging. 2015;8(6):e003777.
    Patel KK, et al. JACC Cardiovasc Imaging. 2019;12(8 Pt 2):1545–55.

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