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A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI
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 observer variation. However, conventional training procedures frequently depend on pixel-wise loss functions, limiting optimi...
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| Publicat a: | Stat Atlases Comput Models Heart |
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| Autors principals: | , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2020
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7610940/ https://ncbi.nlm.nih.gov/pubmed/34109327 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-68107-4_1 |
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