We have previously validated an invasive imaging modality, virtual-histology intravascular ultrasound (VH-IVUS) against histology, and found that VH-IVUS identified TCFA with a diagnostic accuracy of 74%2. In prospective studies, VH-defined TCFAs were associated with a 7x greater risk of future events than other plaque subtypes3. Although this technique shows promise in permitting plaque-based risk stratification, it is limited by its invasive nature. Thus, alternate, non-invasive imaging options are required for more widespread risk assessment.