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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...
Autores principales: | Athalye, Chinmayee, Arnaout, Rima |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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 |
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