Multiscale graph convolutional networks for cardiac motion analysis

Multiscale graph convolutional networks for cardiac motion analysis

We propose a multiscale spatio-temporal graph convolutional network (MST-GCN) approach to learn the left ventricular (LV) motion patterns from cardiac MR image sequences. The MST-GCN follows an encoder-decoder framework. The encoder uses a sequence of multiscale graph computation units (MGCUs). The...

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Manylion Llyfryddiaeth
Prif Awduron:	Lu, P, Bai, W, Rueckert, D, Noble, JA
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	Springer 2021

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