Imbalanced learning: Improving classification of diabetic neuropathy from magnetic resonance imaging

One of the fundamental challenges when dealing with medical imaging datasets is class imbalance. Class imbalance happens where an instance in the class of interest is relatively low, when compared to the rest of the data. This study aims to apply oversampling strategies in an attempt to balance the...

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Detalles Bibliográficos
Autores principales: Teh, Kevin, Armitage, Paul, Tesfaye, Solomon, Selvarajah, Dinesh, Wilkinson, Iain D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737960/
https://www.ncbi.nlm.nih.gov/pubmed/33320890
http://dx.doi.org/10.1371/journal.pone.0243907

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737960/
https://www.ncbi.nlm.nih.gov/pubmed/33320890
http://dx.doi.org/10.1371/journal.pone.0243907

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