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Image-to-Image Translation for Simplified MRI Muscle Segmentation
Deep neural networks recently showed high performance and gained popularity in the field of radiology. However, the fact that large amounts of labeled data are required for training these architectures inhibits practical applications. We take advantage of an unpaired image-to-image translation appro...
Autores principales: | Gadermayr, Michael, Heckmann, Lotte, Li, Kexin, Bähr, Friederike, Müller, Madlaine, Truhn, Daniel, Merhof, Dorit, Gess, Burkhard |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365001/ https://www.ncbi.nlm.nih.gov/pubmed/37492182 http://dx.doi.org/10.3389/fradi.2021.664444 |
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