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Pre-diabetes detection system and method based on combination of ECG and EEG information

A pre-diabetes and detection system technology, applied in the field of pre-diabetes detection system, can solve the problems of high detection cost, pain and infection of patients, and achieve low-cost effects

Active Publication Date: 2021-06-25
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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  • Description
  • Claims
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Problems solved by technology

However, the existing technical solutions all need to collect venous blood or fingertip blood, which will bring greater pain and infection risk to patients, and the detection cost is relatively high

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  • Pre-diabetes detection system and method based on combination of ECG and EEG information
  • Pre-diabetes detection system and method based on combination of ECG and EEG information
  • Pre-diabetes detection system and method based on combination of ECG and EEG information

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Embodiment Construction

[0036] Various exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that the relative arrangement, digital expression, and numerical value of the components and steps set forth in these embodiments are not intended to limit the scope of the present invention unless otherwise specified.

[0037] The description of at least one exemplary embodiment is merely illustrative, and it is not necessary to use any limitation of the invention and its application or use.

[0038] For technical, methods, and equipment known to those of ordinary skill in the art may not be discussed in detail, in appropriate, the techniques, methods, and equipment should be considered part of the specification.

[0039] In all examples shown in and discussed herein, any specific value should be construed as is merely exemplary, not the limitation. Therefore, other examples of the exemplary embodiments may have different va...

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Abstract

The invention discloses a pre-diabetes detection system and method based on the combination of electrocardiogram and electroencephalogram information. The system includes: a signal acquisition module, which uses a wearable device to obtain the user's ECG signal and EEG signal synchronously in a non-invasive manner; Dimensionality reduction processing is performed on multiple dimensionality reduction sets to obtain multiple dimensionality reduction combination feature sets, and by analyzing the correlation between multiple dimensionality reduction combination feature sets and blood glucose concentration values, ECG features and EEG features that meet the set correlation criteria are selected. , to form an optimized combined feature set; the multi-modal fusion module is used to input the optimized combined feature set to the trained neural network models of various types, and obtain the user's diabetes by fusing the output results of various types of neural networks. Preliminary test results. The invention can provide a non-invasive, painless, convenient, comfortable and low-cost pre-diabetes detection solution.

Description

Technical field [0001] The present invention relates to the field of medical health, and more particularly to a prime detection system and method based on a combination of electrocardiographic and ecophantin information. Background technique [0002] There is a period of diabetes in the process of diabetes. Diabetes is the damage of blood glucose regulation, including fasting blood glucose damage, and loss of sugar tolerance, but has not met a period of diabetes diagnosis. According to statistics, about 25% of young people, and about 20% of adolescents have diabetes. For those in the early stage of diabetes, if they do not intervene, there will be about 10% per year to develop as diabetes; if they can use corresponding measures in time during the prior to diabetes, they can use drugs, such as using drugs, control their diet, strengthen sports, etc., diabetes The risk can fall by 30% -75%, recovering the highest rate of normal blood glucose status, up to 70%. Therefore, it is very...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): A61B5/318A61B5/369A61B5/321A61B5/386A61B5/346A61B5/372A61B5/256A61B5/28A61B5/291
CPCA61B5/7246A61B5/7264A61B5/14532A61B5/28A61B2562/046A61B5/6803A61B5/374A61B5/349A61B5/256A61B5/7275A61B5/291A61B5/0205
Inventor 聂泽东李景振刘宇航
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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