127 citations · 131 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 1 cited
Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network
Hui Xue, Jessica Artico, Marianna Fontana +3
Purpose: To develop a convolutional neural network (CNN) solution for robust landmark detection in cardiac MR images. Methods: This retrospective study included cine, LGE and T1 ma…
q-bio.QM2019★ 3 cited
Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning
Hui Xue, Rhodri Davies, Louis AE Brown +6
Recent development of quantitative myocardial blood flow (MBF) mapping allows direct evaluation of absolute myocardial perfusion, by computing pixel-wise flow maps. Clinical studie…
eess.IV2019★ 127 cited
Improving the generalizability of convolutional neural network-based segmentation on CMR images
Chen Chen, Wenjia Bai, Rhodri H. Davies +13
Convolutional neural network (CNN) based segmentation methods provide an efficient and automated way for clinicians to assess the structure and function of the heart in cardiac MR…