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Uncertainty Estimation in Medical Image Classification: Systematic Review
BACKGROUND: Deep neural networks are showing impressive results in different medical image classification tasks. However, for real-world applications, there is a need to estimate the network’s uncertainty together with its prediction. OBJECTIVE: In this review, we investigate in what form uncertaint...
| Autores principales: | , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
JMIR Publications
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382553/ https://www.ncbi.nlm.nih.gov/pubmed/35916701 http://dx.doi.org/10.2196/36427 |