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- W2972841569 abstract "The optic disc (OD) is a key anatomical structure in the and plays a fundamental role as a landmark in automatic screening systems. We present a deep learning approach for OD detection and segmentation in scanning laser ophthalmoscope (SLO) images. To train the model we exploit a transfer learning technique. The method reaches a mean Dice index of 0.91 with medical annotations. We analyse the medical consensus in indicating the OD and compare our method with other proposed in the literature." @default.
- W2972841569 created "2019-09-19" @default.
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- W2972841569 date "2019-07-09" @default.
- W2972841569 modified "2023-09-27" @default.
- W2972841569 title "An investigation into deep learning for locating the optic disc in scanning laser ophthalmoscope retinal images" @default.
- W2972841569 hasPublicationYear "2019" @default.
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