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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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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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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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IEEE_Xplore

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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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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Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier

Medical image analysis, 2019-01, Vol.51, p.46-60

2019

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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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Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT

European journal of nuclear medicine and molecular imaging, 2021-05, Vol.48 (5), p.1399-1413

2021

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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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Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence

Radiology, 2021-01, Vol.298 (1), p.E18-E28

2021

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Stochastic co-teaching for training neural networks with unknown levels of label noise

Scientific reports, 2023-10, Vol.13 (1), p.16875-16875, Article 16875

2023

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MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (4), p.801-812

2018

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Robust deformable image registration using cycle-consistent implicit representations

IEEE transactions on medical imaging, 2024-02, Vol.43 (2), p.1-1

2024

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IEEE_Xplore

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

Medical image analysis, 2018-02, Vol.44 (C), p.72-85

2018

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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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Generative Adversarial Networks: A Primer for Radiologists

Radiographics, 2021-05, Vol.41 (3), p.840-857

2021

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Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

NeuroImage clinical, 2018-01, Vol.17, p.251-262

2018

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Autoencoding low-resolution MRI for semantically smooth interpolation of anisotropic MRI

Medical image analysis, 2022-05, Vol.78, p.102393-102393, Article 102393

2022

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Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images

IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4011-4022

2020

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IEEE_Xplore

Brain Volumes at Term-Equivalent Age in Preterm Infants: Imaging Biomarkers for Neurodevelopmental Outcome through Early School Age

The Journal of pediatrics, 2016-05, Vol.172, p.88-95

2016

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Automated coronary artery calcification scoring in non-gated chest CT: agreement and reliability

PloS one, 2014-03, Vol.9 (3), p.e91239-e91239

2014

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Development of Cortical Morphology Evaluated with Longitudinal MR Brain Images of Preterm Infants

PloS one, 2015-07, Vol.10 (7), p.e0131552-e0131552

2015

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Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection

IEEE transactions on medical imaging, 2015-09, Vol.34 (9), p.1867-1878

2015

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IEEE_Xplore

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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

A deep learning framework for unsupervised affine and deformable image registration

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

Generative Adversarial Networks for Noise Reduction in Low-Dose CT

Automatic segmentation with detection of local segmentation failures in cardiac MRI

Machine learning in cardiovascular magnetic resonance: basic concepts and applications

Coronary artery centerline extraction in cardiac CT angiography using a CNN-based orientation classifier

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

Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT

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

Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence

Stochastic co-teaching for training neural networks with unknown levels of label noise

MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network

Robust deformable image registration using cycle-consistent implicit representations

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

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

Generative Adversarial Networks: A Primer for Radiologists

Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

Autoencoding low-resolution MRI for semantically smooth interpolation of anisotropic MRI

Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images

Brain Volumes at Term-Equivalent Age in Preterm Infants: Imaging Biomarkers for Neurodevelopmental Outcome through Early School Age

Automated coronary artery calcification scoring in non-gated chest CT: agreement and reliability

Development of Cortical Morphology Evaluated with Longitudinal MR Brain Images of Preterm Infants

Automatic Coronary Calcium Scoring in Non-Contrast-Enhanced ECG-Triggered Cardiac CT With Ambiguity Detection

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