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An Efficient Deep Learning Approach to Pneumonia Classification in Healthcare
This study proposes a convolutional neural network model trained from scratch to classify and detect the presence of pneumonia from a collection of chest X-ray image samples. Unlike other methods that rely solely on transfer learning approaches or traditional handcrafted techniques to achieve a rema...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6458916/ https://www.ncbi.nlm.nih.gov/pubmed/31049186 http://dx.doi.org/10.1155/2019/4180949 |