AMD grading system based on macular attention mechanism and uncertainty
A grading system and attention-based technology, applied in the field of macular disease detection, can solve problems such as the inability of the macular disease detection system to give the accuracy of detection results and potential safety hazards
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[0059] like figure 1 Shown, the invention provides a kind of AMD grading system based on macular attention mechanism and uncertainty, said system comprises:
[0060] The blood vessel optic disc segmentation module is used to segment the fundus color map to obtain binarized optic disc segmentation images and blood vessel segmentation images;
[0061] A macular region positioning module, configured to obtain a macular region image based on the optic disc segmentation image and blood vessel segmentation image;
[0062] The classification network module is used to use the fundus color map and the corresponding optic disc segmentation image, blood vessel segmentation image, and macular area image as the input of the trained deep learning classification network model based on the attention mechanism, and use the attention network to combine the fundus color map and The corresponding blood vessel segmentation image and macular area image are fused to obtain a multi-channel image, an...
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