Gabriel Maliakal

发表

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.

Jeroen J. Bax, Benjamin C. Lee, D. Berman, 2019, European heart journal.

Machine learning in cardiac CT: Basic concepts and contemporary data.

J. Min, Gurpreet Singh, S. Al’Aref, 2018, Journal of cardiovascular computed tomography.

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

Benjamin C. Lee, J. Min, Gurpreet Singh, 2019, Journal of the American Heart Association.

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

Jeroen J. Bax, Benjamin C. Lee, D. Berman, 2020, JACC. Cardiovascular imaging.

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

Evan T. Sholle, Evan T Sholle, Benjamin C. Lee, 2020, PloS one.

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

Jeroen J. Bax, Benjamin C. Lee, B. Mosadegh, 2020, PloS one.

OP-EHEA190575 1..9

Benjamin C. Lee, S. Achenbach, D. Andreini, 2019 .

Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium.

Benjamin C. Lee, M. Budoff, F. Lin, 2022, Journal of cardiovascular computed tomography.

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

Jeroen J. Bax, Benjamin C. Lee, D. Berman, 2020, JACC. Cardiovascular imaging.

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

Yuanfang Guan, Piotr J Slomka, Jeroen J. Bax, 2018, European heart journal.

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.

Yao Lu, Jeroen J. Bax, Daniel S Berman, 2018, Journal of cardiovascular computed tomography.

Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data

Jeffrey A. Fessler, Saiprasad Ravishankar, Anish Lahiri, 2022, IEEE Transactions on Computational Imaging.

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

Jeroen J. Bax, D. Berman, D. Andreini, 2018, European heart journal.

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.

Jeroen J. Bax, D. Berman, S. Achenbach, 2018, Journal of cardiovascular computed tomography.