Eye image and symptom information association method

Abstract

The invention discloses an eye image and symptom information association method and apparatus. The method specifically comprises the steps of collecting an image sample and corresponding demographic information; preprocessing the image sample to obtain a training sample set; labeling each training sample in the training sample set; training the deep residual neural network by using the training sample set to obtain an image-level classifier; and combining the image-level classifier with the demographic information to obtain a diabetes sample-level classifier. According to the scheme, the diabetes sample-level classifier can be obtained, and the diabetes sample-level classifier can associate the binocular image of the subject with the corresponding symptom information, so that a doctor can be helped to effectively diagnose diabetes. Specifically, the technical scheme provided by the invention can provide a diagnosis tool for doctors, and the diagnosis tool does not need to carry out invasive diagnosis on a subject, so that not only is the body injury of the subject avoided, but also the infection of the subject can be avoided.

Description

technical field [0001] The present application relates to the technical field of medical systems, and more specifically, to an information association method and device for eye image and symptom information. Background technique [0002] For a long time, traditional medicine represented by traditional Chinese medicine has focused on the macro level of the "outside" in diagnosis methods, such as looking, smelling, asking, and feeling; while modern medicine focuses on the microcosm of the "inside" such as biochemistry, immunity, molecules, and genes. At the same level, in order to achieve an accurate diagnosis of "exterior and interior", it should be an accurate diagnosis combining tradition and modernity, and it should be an accurate diagnosis combining macro and micro. Only when the true sense of "exterior and interior are the same" can we realize the true sense of precise health management. [0003] Traditional medicine believes that the slight color changes of the human b...

AI Technical Summary

Problems solved by technology

The most important thing is that this diagnostic method is an invasive diagnosis, which not only brings physical trauma to the subject, but also easily causes infection in the subject

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