Browsing NIHR Advanced Imaging by Author "Yang, X"
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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Bernard, O; Lalande, A; Zotti, C; Cervenansky, F; Yang, X; Heng, P-A; Cetin, I; Lekadir, K; Camara, O; Gonzalez Ballester, MA (2018-11)Delineation of the left ventricular cavity, myocardium, and right ventricle from cardiac magnetic resonance images (multi-slice 2-D cine MRI) is a common clinical task to establish diagnosis. The automation of the corresponding ... -
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge
Campello, VM; Gkontra, P; Izquierdo, C; Martin-Isla, C; Sojoudi, A; Full, PM; Maier-Hein, K; Zhang, Y; He, Z; Ma, J (Institute of Electrical and Electronics Engineers (IEEE), 2021)The emergence of deep learning has considerably advanced the state-of-the-art in cardiac magnetic resonance (CMR) segmentation. Many techniques have been proposed over the last few years, bringing the accuracy of automated ...