Leopard-line-shaped fundus image recognition method, model training method and equipment

Abstract

The invention provides a leopard-line-shaped fundus image recognition method and model training method and device, and the method comprises the steps: obtaining a fundus image, carrying out the classification of the fundus image through employing a machine learning model, and obtaining a classification result which is used for representing the significance degree of leopard-line-shaped features ofthe fundus image.

Description

technical field [0001] The invention relates to the field of medical image recognition, in particular to a leopard-shaped fundus image recognition method, model training method and equipment. Background technique [0002] Tessellated retina, because the retinal pigment epithelium has less pigment, the choroidal large blood vessel structure and the pigmented area in the vascular space can be seen through the retina, which looks like the texture of leopard skin. The leopard-like fundus is a typical fundus of high myopia. This is because the degree of myopia is high, the eye axis is elongated, the retina is thinned, and the blood vessels under the retina become transparent, making the fundus look like a leopard. [0003] At present, machine learning has been widely used in the medical field, especially machine learning technology represented by deep learning has been widely concerned in the field of medical imaging. In terms of fundus image detection, deep learning technology ...

AI Technical Summary

Problems solved by technology

When current techniques are used to classify fundus images to draw conclusions such as normal, some abnormality, or a disease, the results are too broad to be useful

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