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Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations
Deep-learning has proved in recent years to be a powerful tool for image analysis and is now widely used to segment both 2D and 3D medical images. Deep-learning segmentation frameworks rely not only on the choice of network architecture but also on the choice of loss function. When the segmentation...
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| Vydáno v: | Deep Learn Med Image Anal Multimodal Learn Clin Decis Support (2017) |
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| Hlavní autoři: | , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2017
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7610921/ https://ncbi.nlm.nih.gov/pubmed/34104926 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-67558-9_28 |
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