Cardiology | Radiology Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. February 4, 2019
Biomedical Engineering | Cardiology Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types. February 3, 2019
Cardiology | Radiology Water-fat separation and parameter mapping in cardiac MRI via deep learning with a convolutional neural network. January 31, 2019
Cardiology Learning from Longitudinal Data in Electronic Health Record and Genetic Data to Improve Cardiovascular Event Prediction. January 31, 2019
Cardiology | Radiology Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach. January 31, 2019
Cardiology | Pediatrics Automated detection of coarctation of aorta in neonates from two-dimensional echocardiograms. January 29, 2019
Cardiology | Imaging Automation, machine learning, and artificial intelligence in echocardiography: A brave new world. January 21, 2019
Cardiology | mHealth | Telemedicine Deep learning for cardiac computer-aided diagnosis: benefits, issues & solutions. January 18, 2019
Cardiology Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals. January 17, 2019
Biomedical Engineering | Cardiology | Tissue Engineering A deep learning approach to estimate chemically-treated collagenous tissue nonlinear anisotropic stress-strain responses from microscopy images. January 16, 2019
Cardiology | Radiology | Vascular Surgery Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks. January 15, 2019