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SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing

PURPOSE: In the field of medical image analysis, deep learning methods gained huge attention over the last years. This can be explained by their often improved performance compared to classic explicit algorithms. In order to work well, they need large amounts of annotated data for supervised learnin...

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Detalles Bibliográficos
Autores principales: Bargsten, Lennart, Schlaefer, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7419454/
https://www.ncbi.nlm.nih.gov/pubmed/32556953
http://dx.doi.org/10.1007/s11548-020-02203-1