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Picture for Nick Byrne

A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI


Aug 21, 2020
Nick Byrne, James R. Clough, Giovanni Montana, Andrew P. King

* To be presented at the STACOM workshop at MICCAI 2020 

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Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR


Aug 23, 2019
Nick Byrne, James R. Clough, Isra Valverde, Giovanni Montana, Andrew P. King

* To be published at MICCAI PIPPI 2019 

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