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Brain tumor image generation using an aggregation of GAN models with style transfer

In the recent past, deep learning-based models have achieved tremendous success in computer vision-related tasks with the help of large-scale annotated datasets. An interesting application of deep learning is synthetic data generation, especially in the domain of medical image analysis. The need for...

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Detalles Bibliográficos
Autores principales: Mukherkjee, Debadyuti, Saha, Pritam, Kaplun, Dmitry, Sinitca, Aleksandr, Sarkar, Ram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9160042/
https://www.ncbi.nlm.nih.gov/pubmed/35650252
http://dx.doi.org/10.1038/s41598-022-12646-y