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Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization
In the past decade, there has been a sharp increase in publications describing applications of convolutional neural networks (CNNs) in medical image analysis. However, recent reviews have warned of the lack of reproducibility of most such studies, which has impeded closer examination of the models a...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598263/ https://www.ncbi.nlm.nih.gov/pubmed/37875663 http://dx.doi.org/10.1038/s41598-023-45486-5 |