Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis

M Motwani, D Dey, DS Berman, G Germano… - European heart …, 2017 - academic.oup.com
Aims Traditional prognostic risk assessment in patients undergoing non-invasive imaging is
based upon a limited selection of clinical and imaging findings. Machine learning (ML) can …

Relationship between stress-induced myocardial ischemia and atherosclerosis measured by coronary calcium tomography

DS Berman, ND Wong, H Gransar… - Journal of the American …, 2004 - jacc.org
Objectives: We assessed the relationship between stress-induced myocardial ischemia on
myocardial perfusion single-photon emission computed tomography (MPS) and magnitude …

Impact of coronary artery calcium scanning on coronary risk factors and downstream testing: the EISNER (Early Identification of Subclinical Atherosclerosis by …

A Rozanski, H Gransar, LJ Shaw, J Kim… - Journal of the American …, 2011 - jacc.org
Objectives: We conducted a prospective randomized trial to compare the clinical impact of
conventional risk factor modification to that associated with the addition of coronary artery …

Coronary atherosclerotic precursors of acute coronary syndromes

HJ Chang, FY Lin, SE Lee, D Andreini, J Bax… - Journal of the American …, 2018 - jacc.org
Background: The association of atherosclerotic features with first acute coronary syndromes
(ACS) has not accounted for plaque burden. Objectives: The purpose of this study was to …

Temporal trends in the frequency of inducible myocardial ischemia during cardiac stress testing: 1991 to 2009

A Rozanski, H Gransar, SW Hayes, J Min… - Journal of the American …, 2013 - jacc.org
Objectives: This study sought to assess whether the frequency of inducible myocardial
ischemia during stress-rest single-photon emission computed tomography (SPECT) …

Aortic size assessment by noncontrast cardiac computed tomography: normal limits by age, gender, and body surface area

A Wolak, H Gransar, LEJ Thomson, JD Friedman… - JACC: Cardiovascular …, 2008 - jacc.org
Objectives: To determine normal limits for ascending and descending thoracic aorta
diameters in a large population of asymptomatic, low-risk adult subjects. Background …

Pericardial fat burden on ECG-gated noncontrast CT in asymptomatic patients who subsequently experience adverse cardiovascular events

VY Cheng, D Dey, B Tamarappoo, R Nakazato… - JACC: Cardiovascular …, 2010 - jacc.org
Objectives: We aimed to evaluate whether pericardial fat has value in predicting the risk of
future adverse cardiovascular outcomes. Background: Pericardial fat volume (PFV) and …

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 …

Atherosclerotic plaque characteristics by CT angiography identify coronary lesions that cause ischemia: a direct comparison to fractional flow reserve

HB Park, R Heo, B ó Hartaigh, I Cho, H Gransar… - JACC: Cardiovascular …, 2015 - jacc.org
Objectives: This study evaluated the association between atherosclerotic plaque
characteristics (APCs) by coronary computed tomographic angiography (CTA), and lesion …

[HTML][HTML] Deep learning-enabled coronary CT angiography for plaque and stenosis quantification and cardiac risk prediction: an international multicentre study

A Lin, N Manral, P McElhinney, A Killekar… - The Lancet Digital …, 2022 - thelancet.com
Background Atherosclerotic plaque quantification from coronary CT angiography (CCTA)
enables accurate assessment of coronary artery disease burden and prognosis. We sought …