List of works - Subhi J Al'Aref

A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTA

scientific article published on 09 July 2020

A NOVEL ENSEMBLE MACHINE LEARNING-BASED METHOD VERSUS CLINICAL RISK SCORING FOR DISCRIMINATION OF INDIVIDUALS WHO WILL VERSUS WILL NOT EXPERIENCE ACUTE CORONARY SYNDROME AFTER CORONARY COMPUTED TOMOGRAPHIC ANGIOGRAPHY: RESULTS FROM THE ICONIC STUDY

scholarly article by Subhi Al’Aref et al published March 2018 in Journal of the American College of Cardiology

A cross-sectional survey of coronary plaque composition in individuals on non-statin lipid lowering drug therapies and undergoing coronary computed tomography angiography

article

Age- and sex-related features of atherosclerosis from coronary computed tomography angiography in patients prior to acute coronary syndrome: results from the ICONIC study

scientific article published on 13 August 2020

Association of High-Density Calcified 1K Plaque With Risk of Acute Coronary Syndrome

scientific article published on 22 January 2020

Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning

scientific article published on 06 May 2020

Bioprosthetic mitral valve paravalvular leak closure using intracardiac echocardiography-guided three dimensional electroanatomic mapping.

scientific article published on 15 March 2017

Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging

scientific article published on 01 June 2019

Clinical risk factors and atherosclerotic plaque extent to define risk for major events in patients without obstructive coronary artery disease: the long-term coronary computed tomography angiography CONFIRM registry ⬇️

scientific article published on 17 February 2020

Coronary Atherosclerotic Precursors of Acute Coronary Syndromes

Evaluation of Atherosclerotic Plaque in Non-invasive Coronary Imaging.

scientific article published in February 2018

Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

scientific article published on 30 July 2020

Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method

scientific article published on 11 October 2019

Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry

scientific article published on 22 February 2020

Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study

scientific article published on 25 June 2020

Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry

scientific article published on 01 January 2020

Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry

scientific article published on 30 April 2018

Non-obstructive high-risk plaques increase the risk of future culprit lesions comparable to obstructive plaques without high-risk features: the ICONIC study

scientific article published on 13 June 2020

Percent atheroma volume: Optimal variable to report whole-heart atherosclerotic plaque burden with coronary CTA, the PARADIGM study

scientific article published on 30 January 2020

Prognostic value of coronary computed tomographic angiography findings in asymptomatic individuals: a 6-year follow-up from the prospective multicentre international CONFIRM study.

scientific article

Quantitative Evaluation of High-Risk Coronary Plaque by Coronary CTA and Subsequent Acute Coronary Events

scientific article published on 16 January 2019

TCT-55 Clinical Predictors of Obstructive Coronary Artery Disease in Individuals with Suspected Coronary Artery Disease

scholarly article by Subhi Al'Aref et al published September 2018 in Journal of the American College of Cardiology

List of works by Subhi J Al'Aref