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...

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Detalles Bibliográficos
Autores principales: Gadermayr, Michael, Heckmann, Lotte, Li, Kexin, Bähr, Friederike, Müller, Madlaine, Truhn, Daniel, Merhof, Dorit, Gess, Burkhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Radiology
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

Internet

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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