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Effect of patch size and network architecture on a convolutional neural network approach for automatic segmentation of OCT retinal layers
Deep learning strategies, particularly convolutional neural networks (CNNs), are especially suited to finding patterns in images and using those patterns for image classification. The method is normally applied to an image patch and assigns a class weight to the patch; this method has recently been...
Gardado en:
| Publicado en: | Biomed Opt Express |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Optical Society of America
2018
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6033561/ https://ncbi.nlm.nih.gov/pubmed/29984082 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.9.003049 |
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