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20192026
most citedA Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology

271 citations · 320 across the 6 of their papers we have counts for

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Showing 2020Show all

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eess.IV2020

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

Nick Byrne, James R. Clough, Giovanni Montana +1

With respect to spatial overlap, CNN-based segmentation of short axis cardiovascular magnetic resonance (CMR) images has achieved a level of performance consistent with inter obser…