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Gastric Pathology Image Classification Using Stepwise Fine-Tuning for Deep Neural Networks
Deep learning using convolutional neural networks (CNNs) is a distinguished tool for many image classification tasks. Due to its outstanding robustness and generalization, it is also expected to play a key role to facilitate advanced computer-aided diagnosis (CAD) for pathology images. However, the...
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| Опубликовано в: : | J Healthc Eng |
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| Главные авторы: | , , , , , |
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Hindawi
2018
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6033298/ https://ncbi.nlm.nih.gov/pubmed/30034677 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/8961781 |
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