Method, device, computer equipment and storage medium for predicting glycated hemoglobin component value in blood

A technology for glycosylated hemoglobin and blood components, which is used in blood characterization devices, diagnostic recording/measurement, medical science, etc., can solve the problems of difficult popularization of diagnostic methods and expensive instruments, and achieves fast and convenient application, low price, and disease improvement. The effect of diagnostic efficiency

Active Publication Date: 2022-06-07
张世平
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  • Description
  • Claims
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Problems solved by technology

Such diagnostic methods are neither readily available nor involve expensive purchase of instruments

Method used

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  • Method, device, computer equipment and storage medium for predicting glycated hemoglobin component value in blood
  • Method, device, computer equipment and storage medium for predicting glycated hemoglobin component value in blood
  • Method, device, computer equipment and storage medium for predicting glycated hemoglobin component value in blood

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Embodiment Construction

[0058] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0059] The method for predicting the value of glycated hemoglobin in blood provided by this application can be applied to, for example, figure 1 in the application environment shown. The computer 102 communicates with the server 104 through the network through the network. The computer 102 can be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices, and the server 104 can be implemented by an independent server or a server cluster composed of multiple servers. The terminal acquires the ta...

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Abstract

The present application relates to a method, system, computer equipment and storage medium for predicting the glycated hemoglobin component value in blood. The method includes: acquiring the tongue image image to be tested and the interrogation data to be tested of the individual to be tested; inputting the tongue image image to be tested and the interrogation data to be tested to the prediction obtained by machine learning A model, analyzing and obtaining the predicted value of the target blood component of the individual to be tested based on the prediction model. The prediction model obtained through machine learning model training enables the corresponding predicted value of target blood components to be obtained based on the tongue image of the human body and the interrogation data, so as to achieve rapid and automatic acquisition of blood component values, which is conducive to improving the efficiency of disease diagnosis for patients , has the characteristics of low price, fast and convenient application.

Description

technical field [0001] The present application relates to the technical field of blood component value prediction, and in particular, to a method, device, computer equipment and storage medium for predicting the value of glycated hemoglobin in blood. Background technique [0002] In modern society, people pay more and more attention to health, and ordinary people also hope to know their health status anytime, anywhere, simply, conveniently and cheaply. Various smartphones and health bracelets on the market cater to such needs to some extent. But to gain an in-depth understanding of human health, laboratory data, especially blood component values, are still needed. There are many types of blood components, such as hemoglobin, white blood cells, glycosylated hemoglobin, creatinine, erythrocyte sedimentation rate and so on. The acquisition of blood values, generally by drawing blood for analysis, is a traumatic operation. The analysis also requires related instruments and co...

Claims

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Application Information

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IPC IPC(8): A61B5/145
CPCA61B5/145A61B5/4854A61B5/7264
Inventor 张世平
Owner 张世平
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