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Early warning method and device for infectious diseases, medium and electronic equipment

A technology for infectious diseases and crowds, applied in the field of data processing, can solve problems such as inaccuracy and imprecise division of target groups, and achieve the effects of reducing life interference, refined and accurate risk scoring, precise management, and streamlined processing

Pending Publication Date: 2022-07-12
YIDU CLOUD (BEIJING) TECH CO LTD
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  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide an early warning method for infectious diseases, an early warning device for infectious diseases, a computer-readable storage medium, and electronic equipment, so as to overcome at least to a certain extent the imprecise division of target groups caused by the limitations of related technologies. inaccurate technical issues

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  • Early warning method and device for infectious diseases, medium and electronic equipment
  • Early warning method and device for infectious diseases, medium and electronic equipment
  • Early warning method and device for infectious diseases, medium and electronic equipment

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Embodiment Construction

[0053] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments, however, can be embodied in various forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of the embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details, or other methods, components, devices, steps, etc. may be employed. In other instances, well-known solutions have not been...

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Abstract

The invention belongs to the technical field of data processing, and relates to an infectious disease early warning method and device, a storage medium and electronic equipment. The method comprises the following steps: acquiring a sample data set, wherein the sample data set comprises close connection information of a target crowd and definite diagnosis information of the target crowd; performing quantification processing on the close connection information to obtain feature data; dividing a sample data set according to a cross validation method, and training a model according to feature data and definite diagnosis information corresponding to the divided sample data set to obtain an initialized model; verifying the feature data in the initialization model to obtain a risk assessment model; and obtaining the close connection information of the to-be-detected crowd, performing risk assessment on the close connection information of the to-be-detected crowd according to the risk assessment model to obtain the probability of close connection and definite diagnosis of the to-be-detected crowd, and performing early warning on infectious diseases according to the probability of close connection and definite diagnosis. According to the invention, data guarantee is provided for obtaining a risk assessment model with good interpretability, and an automatic and intelligent infectious disease early warning mode is provided.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to an early warning method for an infectious disease, an early warning device for an infectious disease, a computer-readable storage medium, and an electronic device. Background technique [0002] For important diseases such as infectious diseases, it is very important to be able to carry out reasonable coping strategies for target groups, such as close contacts (close contacts). For example, in the current process of infectious disease prevention and control, the management of close contact is an important basis and key link to prevent the spread of viruses, and its success directly affects the prevention and control of infectious diseases. [0003] In traditional infectious disease prevention and control methods, the management of close contact is mainly divided into two levels: close contact and sub-level, and unified management is carried out according to t...

Claims

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Application Information

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IPC IPC(8): G16H50/80G16H50/30G06K9/62G06Q10/04G06N20/00
CPCG16H50/80G16H50/30G06Q10/04G06N20/00G06F18/2415Y02A90/10
Inventor 李思敏蔡康宁陈丽仪
Owner YIDU CLOUD (BEIJING) TECH CO LTD
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