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eess.IV2021★ 1 cited
Robust 3D U-Net Segmentation of Macular Holes
Jonathan Frawley, Chris G. Willcocks, Maged Habib +3
Macular holes are a common eye condition which result in visual impairment. We look at the application of deep convolutional neural networks to the problem of macular hole segmenta…
eess.IV2020
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures
Jonathan Frawley, Chris G. Willcocks, Maged Habib +3
This paper investigates the application of deep convolutional neural networks with prohibitively small datasets to the problem of macular edema segmentation. In particular, we inve…