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System for predicting cerebral apoplexy based on dietary behaviors, equipment and storage medium

A stroke and diet technology, which is applied in the direction of instruments, patient-specific data, health index calculation, etc., can solve problems such as the inability to predict the risk of stroke, and achieve the effects of reduced coupling, fast convergence, and high prediction accuracy

Pending Publication Date: 2021-06-15
吾征智能技术(北京)有限公司
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  • Abstract
  • Description
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Problems solved by technology

[0005] In view of this, the present invention proposes a system, device and storage medium for predicting stroke based on dietary behavior, which is used to solve the problem that the existing health management cannot accurately predict the risk of stroke based on the intake of nutrients

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  • System for predicting cerebral apoplexy based on dietary behaviors, equipment and storage medium
  • System for predicting cerebral apoplexy based on dietary behaviors, equipment and storage medium

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Embodiment Construction

[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the implementation manners in the present invention, all other implementation manners obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of the present invention.

[0033] see figure 1 , the present invention proposes a system for predicting stroke based on eating behavior, the system includes a database building unit 10, a data set building unit 20, a user data acquisition unit 30, a model building unit 40, and a risk prediction unit 50;

[0034] The database building unit 10 is used to collect multi-dimensional data of various food materials / products to construct a table of food nutritional elements and the ...

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Abstract

The invention discloses a system for predicting cerebral apoplexy based on dietary behaviors, equipment and a storage medium. The system comprises a database establishment unit, a data set construction unit, a user data acquisition unit, a model construction unit and a risk prediction unit. According to the system, the random forest model with high prediction accuracy is generated through the construction, screening, weight optimization and combination of the decision tree, and then the risk index prediction of the cerebral apoplexy is realized based on the basic information of the user and the intake condition of the cerebral apoplexy related elements. The user can quickly and conveniently know the nutrient intake condition and the predicted cerebral apoplexy risk index, and health management is facilitated.

Description

technical field [0001] The invention belongs to the technical field of health management, and in particular relates to a system, equipment and storage medium for predicting stroke based on dietary behavior. Background technique [0002] Stroke includes ischemic and hemorrhagic stroke. The incidence of ischemic stroke is higher than that of hemorrhagic stroke, accounting for 60% to 70% of the total stroke. Most of them are over 40 years old, and men are more than women. Severe cases can cause death. Stroke has the characteristics of high morbidity, high mortality and high disability rate. In the absence of effective and specific treatments, early prevention is the best way to reduce the disease burden of stroke. Risk assessment is an effective tool for identifying high-risk groups of stroke occurrence and recurrence and clarifying the focus of prevention, which is of great significance for the primary and secondary prevention of stroke. Therefore, education on the risk fac...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/30G16H20/60G16H10/60G06K9/62
CPCG16H50/30G16H20/60G16H10/60G06F18/24323
Inventor 李平杜冰洋陈伯怀
Owner 吾征智能技术(北京)有限公司
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