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Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness
Wufeng Xue, Andrea Lum, Ashley Mercado +3
Cardiac left ventricle (LV) quantification is among the most clinically important tasks for identification and diagnosis of cardiac diseases, yet still a challenge due to the high…
Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey +3
Accurate estimation of regional wall thicknesses (RWT) of left ventricular (LV) myocardium from cardiac MR sequences is of significant importance for identification and diagnosis o…
Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning
Wufeng Xue, Ali Islam, Mousumi Bhaduri +1
Cardiac indices estimation is of great importance during identification and diagnosis of cardiac disease in clinical routine. However, estimation of multitype cardiac indices with…