[HTML][HTML] Machine Learning–Based CT Angiography–Derived Fractional Flow Reserve for Diagnosis of Functionally Significant Coronary Artery Disease

Z An, J Tian, X Zhao, M Zhang, L Zhang, X Yang… - Cardiovascular …, 2023 - jacc.org
Coronary artery disease (CAD) is a common clinical cardiovascular disease. Fractional flow
reserve (FFR) is the criterion standard for assessing coronary hemodynamics. 1 Based on …

Influence of coronary stenosis location on diagnostic performance of machine learning-based fractional flow reserve from CT angiography

M Renker, S Baumann, CW Hamm, C Tesche… - Journal of …, 2021 - Elsevier
Background Compared with invasive fractional flow reserve (FFR), coronary CT
angiography (cCTA) is limited in detecting hemodynamically relevant lesions. cCTA-based …

[HTML][HTML] Evaluating machine learning accuracy in detecting significant coronary stenosis using CCTA-derived fractional flow reserve: Meta-analysis and systematic …

D van Noort, L Guo, S Leng, L Shi, RS Tan, L Teo… - IJC Heart & …, 2024 - Elsevier
Background The use of machine learning (ML) based coronary computed tomography
angiography (CCTA) derived fractional flow reserve (ML-FFR CT), shortens the time of …

Diagnostic performance of fractional flow reserve derived from coronary CT angiography for detection of lesion-specific ischemia: a multi-center study and meta …

CX Tang, YN Wang, F Zhou, UJ Schoepf… - European journal of …, 2019 - Elsevier
Purpose To evaluate the diagnostic performance of coronary computed tomography
angiography derived fractional flow reserve (CT-FFR) with invasive fractional flow reserve …

[HTML][HTML] Influence of Coronary Artery Calcium Score on Computed Tomography–Derived Fractional Flow Reserve: A Meta-Analysis

D Han, A Lin, H Gransar, D Dey, DS Berman - Cardiovascular Imaging, 2021 - jacc.org
Noninvasive fractional flow reserve derived from computed tomography angiography (CT-
FFR) calculates the ratio of flow across a stenosis to theoretical flow in the absence of …

Comparison of computed tomography derived fractional flow reserve to invasive fractional flow reserve in diagnosis of functional coronary stenosis: a meta-analysis

P Agasthi, A Kanmanthareddy, C Khalil, O Egbuche… - Scientific Reports, 2018 - nature.com
Abstract Computed Tomography derived Fractional Flow Reserve (CTFFR) is an emerging
non-invasive imaging modality to assess functional significance of coronary stenosis. We …

Diagnostic performance of noninvasive fractional flow reserve derived from coronary computed tomography angiography in coronary artery disease: A systematic …

SB Deng, XD Jing, J Wang, C Huang, S Xia… - International Journal of …, 2015 - Elsevier
Background The study performed a meta-analysis of the diagnostic performance of fractional
flow reserve (FFR) derived from coronary computed tomography angiography (FFR CT) to …

Diagnostic Performance of Fractional Flow Reserve Derived From Coronary CT Angiography: The ACCURATE-CT Study

C Li, Y Hu, J Jiang, L Dong, Y Sun, L Tang, C Du… - Cardiovascular …, 2024 - jacc.org
Abstract Background AccuFFRct (ArteryFlow Technology) is a novel noninvasive method for
calculating fractional flow reserve (FFR) from coronary computed tomography angiography …

Machine learning in defining computed tomography-derived fractional flow reserve

LE Juarez-Orozco, J Knuuti - European Heart Journal …, 2021 - academic.oup.com
Scientific progress is driven by a continuous need to bring the status of knowledge and its
implementation forward. This process commonly shows a pendulum phenomenon in which …

Diagnostic accuracy of a machine-learning approach to coronary computed tomographic angiography–based fractional flow reserve: result from the MACHINE …

A Coenen, YH Kim, M Kruk, C Tesche… - Circulation …, 2018 - Am Heart Assoc
Background: Coronary computed tomographic angiography (CTA) is a reliable modality to
detect coronary artery disease. However, CTA generally overestimates stenosis severity …