Cardiology Evaluation of Deep Learning Estimation of Whole Heart Anatomy from Automated Cardiovascular Magnetic Resonance Short- and Long-Axis Analyses in UK Biobank. May 9, 2024
Cardiology | Radiology Combining generative modelling and semi-supervised domain adaptation for whole heart cardiovascular magnetic resonance angiography segmentation. December 21, 2023
Cardiology | Radiology Automated segmentation of long and short axis DENSE cardiovascular magnetic resonance for myocardial strain analysis using spatio-temporal convolutional neural networks. March 29, 2023
Cardiology | Computational Medicine | Radiology A deep learning approach for fully automated cardiac shape modeling in tetralogy of Fallot. February 28, 2023
Cardiology | Radiology Super-resolution 4D flow MRI to quantify aortic regurgitation using computational fluid dynamics and deep learning. February 23, 2023
Cardiology | Radiology AI-AIF: artificial intelligence-based arterial input function for quantitative stress perfusion cardiac magnetic resonance. February 6, 2023
Cardiology Deep learning estimation of three-dimensional left atrial shape from two-chamber and four-chamber cardiac long axis views. February 1, 2023
Cardiology | Radiology MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging. January 27, 2023
Cardiology | Radiology Predicting post-contrast information from contrast agent free cardiac MRI using machine learning: Challenges and methods. September 2, 2022
Radiology CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images. April 4, 2022
Cardiology | Radiology WSSNet: Aortic Wall Shear Stress Estimation Using Deep Learning on 4D Flow MRI. February 10, 2022
Cardiology | Radiology Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis. February 7, 2022