Joint learning of motion estimation and segmentation for cardiac MR image sequences

Cardiac motion estimation and segmentation play important roles in quantitatively assessing cardiac function and diagnosing cardiovascular diseases. In this paper, we propose a novel deep learning method for joint estimation of motion and segmentation from cardiac MR image sequences. The proposed ne...

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Bibliographic Details
Main Authors: Qin, C, Bai, W, Schlemper, J, Petersen, SE, Piechnik, SK, Neubauer, S, Rueckert, D
Format: Conference item
Published: Springer 2018