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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2020
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| Materias: | |
| 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 |