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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 2021Show all

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eess.IV2021★ 48 cited

A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR

Nick Byrne, James R Clough, Isra Valverde +2

Multi-class segmentation of cardiac magnetic resonance (CMR) images seeks a separation of data into anatomical components with known structure and configuration. The most popular C…