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1.
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.
Eur Heart J
; 41(3): 359-367, 2020 01 14.
Artículo
en Inglés
| MEDLINE | ID: mdl-31513271
2.
Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging.
Eur Heart J
; 40(24): 1975-1986, 2019 06 21.
Artículo
en Inglés
| MEDLINE | ID: mdl-30060039
3.
Mortality impact of low CAC density predominantly occurs in early atherosclerosis: explainable ML in the CAC consortium.
J Cardiovasc Comput Tomogr
; 17(1): 28-33, 2023.
Artículo
en Inglés
| MEDLINE | ID: mdl-36376147
4.
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing.
PLoS One
; 15(7): e0236827, 2020.
Artículo
en Inglés
| MEDLINE | ID: mdl-32730362
5.
Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method.
JACC Cardiovasc Imaging
; 13(5): 1163-1171, 2020 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-31607673
6.
A Boosted Ensemble Algorithm for Determination of Plaque Stability in High-Risk Patients on Coronary CTA.
JACC Cardiovasc Imaging
; 13(10): 2162-2173, 2020 10.
Artículo
en Inglés
| MEDLINE | ID: mdl-32682719
7.
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning.
PLoS One
; 15(5): e0232573, 2020.
Artículo
en Inglés
| MEDLINE | ID: mdl-32374784
8.
Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.
J Am Heart Assoc
; 8(5): e011160, 2019 03 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-30834806
9.
Machine learning in cardiac CT: Basic concepts and contemporary data.
J Cardiovasc Comput Tomogr
; 12(3): 192-201, 2018.
Artículo
en Inglés
| MEDLINE | ID: mdl-29754806
10.
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.
J Cardiovasc Comput Tomogr
; 12(3): 204-209, 2018.
Artículo
en Inglés
| MEDLINE | ID: mdl-29753765
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