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Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks
The use of convolutional neural networks (CNNs) has dramatically advanced our ability to recognize images with machine learning methods. We aimed to construct a CNN that could recognize the anatomical location of esophagogastroduodenoscopy (EGD) images in an appropriate manner. A CNN-based diagnosti...
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| Опубликовано в: : | Sci Rep |
|---|---|
| Главные авторы: | , , , , , , , |
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Nature Publishing Group UK
2018
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5951793/ https://ncbi.nlm.nih.gov/pubmed/29760397 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-25842-6 |
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