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A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography

IEEE transactions on medical imaging, 2019-07, Vol.38 (7), p.1588-1598

2019

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ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images

IEEE transactions on medical imaging, 2017-07, Vol.36 (7), p.1470-1481

2017

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Artificial intelligence for the classification of fractures around the knee in adults according to the 2018 AO/OTA classification system

PloS one, 2021-04, Vol.16 (4), p.e0248809-e0248809

2021

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Sublingual endothelial glycocalyx and atherosclerosis. A cross-sectional study

PloS one, 2019-03, Vol.14 (3), p.e0213097-e0213097

2019

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High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome

Scientific reports, 2021-09, Vol.11 (1), p.18946-18946, Article 18946

2021

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Application and Translation of Artificial Intelligence to Cardiovascular Imaging in Nuclear Medicine and Noncontrast CT

Seminars in nuclear medicine, 2020-07, Vol.50 (4), p.357-366

2020

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Reproducibility of sublingual microcirculation parameters obtained from sidestream darkfield imaging

PloS one, 2019-03, Vol.14 (3), p.e0213175-e0213175

2019

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Neonatal and neurodevelopmental outcomes in preterm infants according to maternal body mass index: A prospective cohort study

PloS one, 2019, Vol.14 (12), p.e0225027-e0225027

2019

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Patent Ductus Arteriosus and Brain Volume

Pediatrics (Evanston), 2016-04, Vol.137 (4)

2016

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Generative Adversarial Networks for Noise Reduction in Low-Dose CT

IEEE transactions on medical imaging, 2017-12, Vol.36 (12), p.2536-2545

2017

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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

Medical image analysis, 2019-04, Vol.53, p.142-155

2019

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A deep learning framework for unsupervised affine and deformable image registration

Medical image analysis, 2019-02, Vol.52, p.128-143

2019

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Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans

JAMA : the journal of the American Medical Association, 2011-10, Vol.306 (16), p.1775

2011

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Genome-wide association study of coronary and aortic calcification implicates risk loci for coronary artery disease and myocardial infarction

Atherosclerosis, 2013-06, Vol.228 (2), p.400-405

2013

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State-of-the-Art Deep Learning in Cardiovascular Image Analysis

JACC. Cardiovascular imaging, 2019-08, Vol.12 (8), p.1549-1565

2019

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Automatic segmentation with detection of local segmentation failures in cardiac MRI

Scientific reports, 2020-12, Vol.10 (1), p.21769-21769, Article 21769

2020

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End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, p.204-212

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Feasibility and Safety of Erythropoietin for Neuroprotection after Perinatal Arterial Ischemic Stroke

The Journal of pediatrics, 2014-03, Vol.164 (3), p.481-486.e2

2014

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Coronary calcification: effect of small variation of scan starting position on Agatston, volume, and mass scores

Radiology, 2008-01, Vol.246 (1), p.90-98

2008

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Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Journal of cardiovascular magnetic resonance, 2019-10, Vol.21 (1), p.61-61, Article 61

2019

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Lung Cancer Screening CT-Based Prediction of Cardiovascular Events

JACC. Cardiovascular imaging, 2013-08, Vol.6 (8), p.899-907

2013

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Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis

European radiology, 2019-05, Vol.29 (5), p.2350-2359

2019

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Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Medical image analysis, 2016-12, Vol.34, p.123-136

2016

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Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

Radiology, 2020-04, Vol.295 (1), p.66-79

2020

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A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography

ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images

Artificial intelligence for the classification of fractures around the knee in adults according to the 2018 AO/OTA classification system

Heterogeneous development of children with Congenital Zika Syndrome-associated microcephaly

Sublingual endothelial glycocalyx and atherosclerosis. A cross-sectional study

High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome

Application and Translation of Artificial Intelligence to Cardiovascular Imaging in Nuclear Medicine and Noncontrast CT

Reproducibility of sublingual microcirculation parameters obtained from sidestream darkfield imaging

Neonatal and neurodevelopmental outcomes in preterm infants according to maternal body mass index: A prospective cohort study

Patent Ductus Arteriosus and Brain Volume

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

A deep learning framework for unsupervised affine and deformable image registration

Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans

Genome-wide association study of coronary and aortic calcification implicates risk loci for coronary artery disease and myocardial infarction

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

Automatic segmentation with detection of local segmentation failures in cardiac MRI

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

Feasibility and Safety of Erythropoietin for Neuroprotection after Perinatal Arterial Ischemic Stroke

Coronary calcification: effect of small variation of scan starting position on Agatston, volume, and mass scores

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Lung Cancer Screening CT-Based Prediction of Cardiovascular Events

Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis

Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

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