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09/15/2022
Decision making in cancer: Causal questions require causal answers
Treatment decisions in cancer care are guided by treatment effect estima...
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12/23/2021
AI-based Reconstruction for Fast MRI – A Systematic Review and Meta-analysis
Compressed sensing (CS) has been playing a key role in accelerating the ...
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08/10/2020
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT
Deep learning-based whole-heart segmentation in coronary CT angiography ...
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07/10/2020
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images
In this study, we propose a fast and accurate method to automatically lo...
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11/10/2019
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis
Treatment of patients with obstructive coronary artery disease is guided...
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08/14/2019
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography
Detection of coronary artery stenosis in coronary CT angiography (CCTA) ...
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06/11/2019
Deep learning analysis of cardiac CT angiography for detection of coronary arteries with functionally significant stenosis
In patients with obstructive coronary artery disease, the functional sig...
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02/12/2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
Cardiovascular disease (CVD) is the global leading cause of death. A str...
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10/07/2018
Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier
Coronary artery centerline extraction in cardiac CT angiography (CCTA) i...
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09/27/2018
Improving Myocardium Segmentation in Cardiac CT Angiography using Spectral Information
Accurate segmentation of the left ventricle myocardium in cardiac CT ang...
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04/13/2018
CNN-based Landmark Detection in Cardiac CTA Scans
Fast and accurate anatomical landmark detection can benefit many medical...
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04/12/2018
Blood Vessel Geometry Synthesis using Generative Adversarial Networks
Computationally synthesized blood vessels can be used for training and e...
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04/12/2018
Automatic Detection and Characterization of Coronary Artery Plaque and Stenosis using a Recurrent Convolutional Neural Network in Coronary CT Angiography
Different types of atherosclerotic plaque and varying grades of stenosis...
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11/24/2017
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
In patients with coronary artery stenoses of intermediate severity, the ...
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08/03/2017
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images
Segmentation of the heart in cardiac cine MR is clinically used to quant...
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04/11/2017