Efficient, high-performance semantic segmentation using multi-scale feature extraction

The success of deep learning in recent years has arguably been driven by the availability of large datasets for training powerful predictive algorithms. In medical applications however, the sensitive nature of the data limits the collection and exchange of large-scale datasets. Privacy-preserving an...

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Detalles Bibliográficos
Autores principales: Knolle, Moritz, Kaissis, Georgios, Jungmann, Friederike, Ziegelmayer, Sebastian, Sasse, Daniel, Makowski, Marcus, Rueckert, Daniel, Braren, Rickmer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8375977/
https://www.ncbi.nlm.nih.gov/pubmed/34411138
http://dx.doi.org/10.1371/journal.pone.0255397

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8375977/
https://www.ncbi.nlm.nih.gov/pubmed/34411138
http://dx.doi.org/10.1371/journal.pone.0255397

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