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Retina image recognition method, device, computer equipment and storage medium

An image recognition and retinal technology, applied in the computer field, can solve the problems of low recognition accuracy of retinopathy and inability to accurately recognize retinopathy, etc., and achieve the effect of improving the accuracy

Pending Publication Date: 2020-04-10
重庆艾可立安医疗器械有限公司
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Problems solved by technology

Limited by the lack of medical equipment and the shortage of ophthalmology medical personnel, traditional retinal recognition methods are often unable to accurately identify retinopathy, and there is a problem of low recognition accuracy of retinopathy

Method used

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  • Retina image recognition method, device, computer equipment and storage medium
  • Retina image recognition method, device, computer equipment and storage medium
  • Retina image recognition method, device, computer equipment and storage medium

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Embodiment Construction

[0050] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0051] figure 1 It is a schematic diagram of the internal structure of a computer device in an embodiment. Such as figure 1 As shown, in one embodiment, a computer device is provided, which can be a server or a terminal, and its internal structure diagram can be as follows figure 1 shown. The computer device includes a processor, memory, network interface and database connected by a system bus. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium ...

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Abstract

The invention relates to a retina image recognition method, a device, computer equipment and a computer readable storage medium. The method comprises the steps of obtaining a retina image; analyzing retina features of the retina image through a neural network model, wherein the retina features comprise at least one of a blank area of the retina, the number of retina vessels and the width of the retina vessels; and determining a retina category corresponding to the retina image according to the retina features. By adopting the method, category identification can be carried out according to characteristics such as retinal blank areas, the number or width of blood vessels and the like during retinopathy, and the accuracy of retinal category identification is improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a retinal image recognition method, device, computer equipment and computer-readable storage medium. Background technique [0002] Retinopathy (ROP) is currently the main cause of high myopia and blindness in children. At present, the identification of retinopathy mainly relies on professional medical equipment and ophthalmic medical personnel. Limited by the lack of medical equipment and the shortage of ophthalmic medical personnel, traditional retinal recognition methods are often unable to accurately identify retinopathy, and there is a problem of low recognition accuracy of retinopathy. Contents of the invention [0003] Based on this, it is necessary to provide a retinal image method, device, computer equipment and computer-readable storage medium that can accurately identify retinal types in order to address the above technical problems. [0004] A retinal i...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06K9/62G06N3/04
CPCG06T7/0012G06T2207/30041G06V2201/03G06N3/045G06F18/24
Inventor 卜俊凯封志纯
Owner 重庆艾可立安医疗器械有限公司
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