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Plos One|July 31, 2020
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processingMohit Pandey, Zhuoran Xu, Evan Sholle, et al.Journal of Cardiovascular Computed Tomography|May 15, 2018
Machine learning in cardiac CT: Basic concepts and contemporary dataGurpreet Singh, Subhi J Al'Aref, Marly Van Assen, et al.Journal of the American Heart Association|March 6, 2019
Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning ApproachSubhi J Al'Aref, Gurpreet Singh, Alexander R van Rosendael, et al.JACC. Cardiovascular Imaging|October 15, 2019
Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning MethodLohendran Baskaran, Gabriel Maliakal, Subhi J Al'Aref, et al.European Heart Journal|July 31, 2018
Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imagingSubhi J Al'Aref, Khalil Anchouche, Gurpreet Singh, et al.Plos One|May 7, 2020
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learningLohendran Baskaran, Subhi J Al'Aref, Gabriel Maliakal, et al.Journal of Cardiovascular Computed Tomography|May 14, 2018
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registryAlexander R van Rosendael, Gabriel Maliakal, Kranthi K Kolli, et al.European Heart Journal|September 13, 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 registrySubhi J Al'Aref, Gabriel Maliakal, Gurpreet Singh, et al.JACC. Cardiovascular Imaging|July 20, 2020
A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTASubhi J Al'Aref, Gurpreet Singh, Jeong W Choi, et al.Pageof 1