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Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images
Deep learning is being employed in disease detection and classification based on medical images for clinical decision making. It typically requires large amounts of labelled data; however, the sample size of such medical image datasets is generally small. This study proposes a novel training framewo...
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| Veröffentlicht in: | Sci Rep |
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| Hauptverfasser: | , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Nature Publishing Group UK
2021
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7921640/ https://ncbi.nlm.nih.gov/pubmed/33649375 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-83503-7 |
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