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Domain-guided data augmentation for deep learning on medical imaging

While domain-specific data augmentation can be useful in training neural networks for medical imaging tasks, such techniques have not been widely used to date. Our objective was to test whether domain-specific data augmentation is useful for medical imaging using a well-benchmarked task: view classi...

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Detalles Bibliográficos
Autores principales: Athalye, Chinmayee, Arnaout, Rima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10035842/
https://www.ncbi.nlm.nih.gov/pubmed/36952442
http://dx.doi.org/10.1371/journal.pone.0282532