Gabriel Maliakal

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

Subhi J. Al’Aref, Gabriel Maliakal, Gurpreet Singh et al. · European Heart Journal · 2019 · 238 citations · Full text

Medicine, Cardiology, Clinical Sciences +17

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

Alexander R. van Rosendael, Gabriel Maliakal, Kranthi K. Kolli et al. · Journal of cardiovascular computed tomography · 2018 · 169 citations · Full text

Medicine, Cardiology, Health Informatics +17

Determinants of In‐Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach

Subhi J. Al’Aref, Gurpreet Singh, Alexander R. van Rosendael et al. · Journal of the American Heart Association · 2019 · 130 citations · Full text

Computing, Cardiology, Clinical Decision Support +16

Identification and Quantification of Cardiovascular Structures From CCTA

Lohendran Baskaran, Gabriel Maliakal, Subhi J. Al’Aref et al. · JACC. Cardiovascular imaging · 2019 · 64 citations · Full text

Medicine, Cardiology, Radiology +11

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

Subhi J. Al’Aref, Gurpreet Singh, Jeong Won Choi et al. · JACC. Cardiovascular imaging · 2020 · 58 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17