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List of works by Gabriel Maliakal

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

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

scientific article published on 06 May 2020

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

scientific article published on 01 June 2019

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 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

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

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