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Interpretable Diagnosis for Whole-Slide Melanoma Histology Images Using Convolutional Neural Network
At present, deep learning-based medical image diagnosis had achieved high performance in several diseases. However, the black-box nature of the convolutional neural network (CNN) limits their role in diagnosis. In this study, a novel interpretable diagnosis pipeline using the CNN model was proposed....
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575613/ https://www.ncbi.nlm.nih.gov/pubmed/34760142 http://dx.doi.org/10.1155/2021/8396438 |