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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology. (2022)

First Author: Clough JR

Attributed to: SmartHeart: Next-generation cardiovascular healthcare via integrated image acquisition, reconstruction, analysis and learning funded by EPSRC

Abstract

No abstract provided

Bibliographic Information

Digital Object Identifier: http://dx.doi.org/10.1109/tpami.2020.3013679

PubMed Identifier: 32886606

Publication URI: http://europepmc.org/abstract/MED/32886606

Type: Journal Article/Review

Volume: 44

Parent Publication: IEEE transactions on pattern analysis and machine intelligence

Issue: 12

ISSN: 0098-5589