Method, system and application method for constructing a disease data analysis and processing model

A data analysis and processing, disease technology, applied in the field of disease data analysis and processing, to achieve the effect of good expression ability and generalization ability, high accuracy and high accuracy

Active Publication Date: 2020-12-18
HUAZHONG UNIV OF SCI & TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Aiming at the above defects or improvement needs of the prior art, the present invention provides a construction method, system and application of a disease data analysis and processing model, thereby solving the problem of how to better describe data-rich internal information and improve Technical Issues in Forecasting Accuracy

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  • Method, system and application method for constructing a disease data analysis and processing model
  • Method, system and application method for constructing a disease data analysis and processing model
  • Method, system and application method for constructing a disease data analysis and processing model

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Embodiment Construction

[0061] In order to make the object, technical solution and advantages of the present invention clearer, the present invention 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 invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other.

[0062] Such as figure 1 Shown is a schematic flowchart of a method for constructing a disease data analysis and processing model provided by an embodiment of the present invention, wherein the construction of the disease data analysis and processing model includes the construction of a disease prediction model and the construction of a user data verification model;

[0063] exist figure 1 The ...

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Abstract

The invention discloses a construction method, system and application for a disease data analysis and processing model. The method comprises the steps of collecting disease original data and unifyinga data format; preprocessing the collected disease original data to form a large-capacity structured sample matrix; using the large-capacity structured sample matrix as data, and screening out an attribute set needed for model training to form a training sample matrix; using the training sample matrix as data, and constructing and training a best network model for disease prediction based on a feature data training method and a different error back propagation algorithm; evaluating model construction of non-unbalanced data and unbalanced data based on the correct rate and the F value; constructing a data validation mode to determine the validity of user data. According to the construction method, an auxiliary support is provided for medical diagnosis by excavating factors with the influence on disease and constructing an auxiliary diagnosis model.

Description

technical field [0001] The present invention belongs to the field of disease data analysis and processing, and more specifically relates to a construction method, system and application of a disease data analysis and processing model, wherein the construction of a disease data analysis and processing model includes the construction of a disease prediction model and the establishment of a user data verification model Construct. Background technique [0002] With the rapid development and wide application of computer technology and medical engineering, the medical field has accumulated a large amount of medical data, but people's research on these data has not met the expected expectations, and it is rarely used in medical aided diagnosis. In this era, people are paying more and more attention to their own health status, and their understanding of diseases has changed from simple disease diagnosis in the past to concern about disease prediction and prevention. How to fully com...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H50/70G16H50/50G06N3/08
CPCG06N3/084
Inventor 余国义郑加章
Owner HUAZHONG UNIV OF SCI & TECH
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