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Method, device and storage medium for predicting onset period of acute infectious disease

A prediction method and technology for infectious diseases, applied in the computer field, can solve the problems of unstable overall prediction and capture of outbreak prediction, insufficient professionalism in dengue prediction, and inaccurate capture of dengue outbreak cycle.

Active Publication Date: 2022-05-27
PING AN TECH (SHENZHEN) CO LTD
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Problems solved by technology

At present, the existing prediction system is mainly based on popular influenza, chickenpox and other diseases. The prediction of dengue fever is not professional enough, and the high-dimensional feature structure, the capture of dengue fever incidence cycle is not accurate, the overall prediction of outbreak prediction is unstable, and the accuracy rate has bottlenecks, etc. question

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  • Method, device and storage medium for predicting onset period of acute infectious disease
  • Method, device and storage medium for predicting onset period of acute infectious disease
  • Method, device and storage medium for predicting onset period of acute infectious disease

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Embodiment Construction

[0067] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in 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 invention, but not to limit the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0068] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of this application and the above-mentioned drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It is to be understood that data so used can be interchanged under appropriate circumstances so that the embodiments descr...

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Abstract

The invention discloses a method for predicting the onset period of an acute infectious disease, comprising: acquiring historical data of the acute infectious disease, extracting the characteristics of the acute infectious disease, and forming a high-latitude full-feature database; extracting energy from the high-latitude full-feature database Characterize the characteristic data of acute infectious diseases and form a low-latitude significant feature library; train and learn the low-latitude significant feature library to obtain the parameters of the prediction model to build an automatic prediction model for acute infectious diseases; based on the historical data of the preset data center, verify The accuracy of the automatic prediction model of the acute infectious disease; and the prediction of the acute infectious disease by using the automatic prediction model of the acute infectious disease. The invention also proposes a device for predicting the onset cycle of acute infectious diseases and a computer-readable storage medium. The invention can accurately predict acute infectious diseases such as dengue fever virus.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular, to a method, a device and a computer-readable storage medium for predicting the onset period of an acute infectious disease. Background technique [0002] Dengue fever is an acute insect-borne infectious disease caused by mosquito-borne dengue virus. Guangdong, Hong Kong, Macao and other places in my country are endemic areas of dengue fever. At present, the existing prediction systems are mainly based on popular influenza, chickenpox and other diseases. The prediction of dengue fever is not professional enough, and the high-dimensional feature structure and dengue incidence cycle are inaccurately captured. The overall prediction of outbreak prediction is unstable, and there is a bottleneck in accuracy. question. SUMMARY OF THE INVENTION [0003] The present invention provides a method, device and computer-readable storage medium for predicting the onset period of ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H50/80G16H50/70G06F16/33G06F16/36G06F40/30G06K9/62
CPCG16H50/80G16H50/70G06F16/3344G06F16/36G06F40/289G06F18/213G06F18/2411Y02A90/10
Inventor 陈娴娴阮晓雯徐亮
Owner PING AN TECH (SHENZHEN) CO LTD
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