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Segmentation of retinal fluid based on deep learning: application of three-dimensional fully convolutional neural networks in optical coherence tomography images
AIM: To explore a segmentation algorithm based on deep learning to achieve accurate diagnosis and treatment of patients with retinal fluid. METHODS: A two-dimensional (2D) fully convolutional network for retinal segmentation was employed. In order to solve the category imbalance in retinal optical c...
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| Udgivet i: | Int J Ophthalmol |
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| Main Authors: | , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
International Journal of Ophthalmology Press
2019
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6580226/ https://ncbi.nlm.nih.gov/pubmed/31236362 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18240/ijo.2019.06.22 |
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