Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography-Based Fractional Flow Reserve: Result From the MACHINE Consortium [Ischemic Heart Disease]

Conclusions:
On-site CT-FFR based on ML improves the performance of CTA by correctly reclassifying hemodynamically nonsignificant stenosis and performs equally well as CFD-based CT-FFR.

Source: Circulation: Cardiovascular Imaging - June 18, 2018 Category: Radiology Authors: Coenen, A., Kim, Y.-H., Kruk, M., Tesche, C., De Geer, J., Kurata, A., Lubbers, M. L., Daemen, J., Itu, L., Rapaka, S., Sharma, P., Schwemmer, C., Persson, A., Schoepf, U. J., Kepka, C., Hyun Yang, D., Nieman, K. Tags: Computerized Tomography (CT), Coronary Artery Disease Ischemic Heart Disease Source Type: research