Machine learning in cardiac CT: basic concepts and contemporary data

G Singh, SJ Al'Aref, M Van Assen, TS Kim… - Journal of …, 2018 - Elsevier
Propelled by the synergy of the groundbreaking advancements in the ability to analyze high-
dimensional datasets and the increasing availability of imaging and clinical data, machine …

CT myocardial perfusion imaging

A Varga-Szemes, FG Meinel… - American Journal of …, 2015 - Am Roentgen Ray Soc
OBJECTIVE. CT myocardial perfusion imaging is rapidly becoming an important adjunct to
coronary CT angiography for the anatomic and functional assessment of coronary artery …

Diagnostic accuracy of fractional flow reserve from anatomic CT angiography

JK Min, J Leipsic, MJ Pencina, DS Berman, BK Koo… - Jama, 2012 - jamanetwork.com
Context Coronary computed tomographic (CT) angiography is a noninvasive anatomic test
for diagnosis of coronary stenosis that does not determine whether a stenosis causes …

Diagnosis of ischemia-causing coronary stenoses by noninvasive fractional flow reserve computed from coronary computed tomographic angiograms: results from the …

BK Koo, A Erglis, JH Doh, DV Daniels, S Jegere… - Journal of the American …, 2011 - jacc.org
Objectives: The aim of this study was to determine the diagnostic performance of a new
method for quantifying fractional flow reserve (FFR) with computational fluid dynamics (CFD) …

Noninvasive fractional flow reserve derived from computed tomography angiography for coronary lesions of intermediate stenosis severity: results from the DeFACTO …

R Nakazato, HB Park, DS Berman… - Circulation …, 2013 - Am Heart Assoc
Background—Fractional flow reserve derived from computed tomography angiography
(FFRCT) is a noninvasive method for diagnosis of ischemic coronary lesions. To date, the …

Role of noninvasive testing in the clinical evaluation of women with suspected ischemic heart disease: a consensus statement from the American Heart Association

JH Mieres, M Gulati, N Bairey Merz, DS Berman… - Circulation, 2014 - Am Heart Assoc
Historically, the focus of the diagnostic evaluation for symptomatic women and men has
been the detection of an obstructive coronary stenosis requiring revascularization (as …

JCS 2018 guideline on diagnosis of chronic coronary heart diseases

M Yamagishi, N Tamaki, T Akasaka, T Ikeda… - Circulation …, 2021 - jstage.jst.go.jp
Objectives”, explains how to select and use various test methods for evaluating disease
states, the prognosis, and the effects of treatment. References to the literature published …

Accuracy of computational pressure-fluid dynamics applied to coronary angiography to derive fractional flow reserve: FLASH FFR

J Li, Y Gong, W Wang, Q Yang, B Liu, Y Lu… - Cardiovascular …, 2020 - academic.oup.com
Aims Conventional fractional flow reserve (FFR) is measured invasively using a coronary
guidewire equipped with a pressure sensor. A non-invasive derived FFR would eliminate …

CT angiography (CTA) and diagnostic performance of noninvasive fractional flow reserve: results from the Determination of Fractional Flow Reserve by Anatomic CTA …

J Leipsic, TH Yang, A Thompson… - American Journal of …, 2014 - Am Roentgen Ray Soc
OBJECTIVE. Fractional flow reserve (FFR) computed from standard coronary CT scans
(FFRCT) is a novel noninvasive method for determining the functional significance of …

Current and future applications of artificial intelligence in coronary artery disease

N Gautam, P Saluja, A Malkawi, MG Rabbat… - Healthcare, 2022 - mdpi.com
Cardiovascular diseases (CVDs) carry significant morbidity and mortality and are associated
with substantial economic burden on healthcare systems around the world. Coronary artery …