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To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy
There is an increasing number of medical use cases where classification algorithms based on deep neural networks reach performance levels that are competitive with human medical experts. To alleviate the challenges of small dataset sizes, these systems often rely on pretraining. In this work, we aim...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9578637/ https://www.ncbi.nlm.nih.gov/pubmed/36256665 http://dx.doi.org/10.1371/journal.pone.0274291 |