SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data

A novel approach of data augmentation based on irregular superpixel decomposition is proposed. This approach called SuperpixelGridMasks permits to extend original image datasets that are required by training stages of machine learning-related analysis architectures towards increasing their performan...

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Detalles Bibliográficos
Autores principales: Hammoudi, Karim, Cabani, Adnane, Slika, Bouthaina, Benhabiles, Halim, Dornaika, Fadi, Melkemi, Mahmoud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838402/
https://www.ncbi.nlm.nih.gov/pubmed/36688121
http://dx.doi.org/10.1007/s41666-022-00122-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838402/
https://www.ncbi.nlm.nih.gov/pubmed/36688121
http://dx.doi.org/10.1007/s41666-022-00122-1

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