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Infectious disease propagation evaluation method and device, computer equipment and storage medium

An infectious disease, preset area technology, applied in computer-aided medical procedures, epidemic alert systems, medical informatics, etc., can solve the problems of not considering the transmission process of infection, limited information, and inability to evaluate infection trends in fine-grained

Active Publication Date: 2020-10-02
SOUTH UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, these models focus on simulating and estimating the overall number of patients, without considering the real transmission process of the infection, and cannot fine-grainedly evaluate the infection trend of each region, and the information obtained from the evaluation is limited

Method used

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  • Infectious disease propagation evaluation method and device, computer equipment and storage medium
  • Infectious disease propagation evaluation method and device, computer equipment and storage medium
  • Infectious disease propagation evaluation method and device, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0051] figure 1 The flow diagram of a method for evaluating the spread of infectious diseases provided by Embodiment 1 of the present invention is applicable to the scenario of evaluating the spread trend of infectious diseases. It is realized by means of software and / or hardware, and can be integrated on computer equipment.

[0052] Such as figure 1 As shown, the method for assessing the transmission of infectious diseases provided by Embodiment 1 of the present invention includes:

[0053] S110. Obtain the target trajectory data corresponding to multiple time slices of the target time period of the evaluation object in the preset area, the preset area includes a plurality of sub-areas, wherein the target trajectory data is historical trajectory data and / or or predicted trajectory data;

[0054] Among them, the trajectory data refers to the data information obtained by sampling the motion process of one or more moving objects in the space-time environment, including the de...

Embodiment 2

[0073] figure 2 It is a schematic flowchart of a method for evaluating the spread of infectious diseases provided by Embodiment 2 of the present invention. This embodiment is a further refinement of the above technical solution. The target trajectory data in this embodiment is predicted trajectory data, which is applicable to the scenario of evaluating the future transmission trend of infectious diseases. The method can be implemented by an evaluation device for the spread of infectious diseases, which can be implemented in the form of software and / or hardware, and can be integrated on computer equipment.

[0074] Such as figure 2 As shown, the method for assessing the transmission of infectious diseases provided by Embodiment 2 of the present invention includes:

[0075] S210. Determine a historical time period corresponding to the target time period.

[0076] S220. Determine the target historical time matched by each of the multiple time slices;

[0077] Wherein, the t...

Embodiment 3

[0097] image 3 It is a schematic structural diagram of an evaluation device for the spread of infectious diseases provided by Embodiment 3 of the present invention. This embodiment can be applied to the scene of evaluating the spread trend of infectious diseases. The device can be implemented in the form of software and / or hardware. And can be integrated on the computer equipment.

[0098] Such as image 3 As shown, the evaluation device for the spread of infectious diseases provided in this embodiment may include a trajectory data acquisition module 310, an area matching module 320, an evaluation module 330, and a time switching module 340, wherein:

[0099] The trajectory data acquisition module 310 is configured to acquire the target trajectory data corresponding to multiple time slices of the target time period of the evaluation object in the preset area, the preset area includes a plurality of sub-areas, wherein the target trajectory data is Historical trajectory data ...

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Abstract

The embodiment of the invention provides an infectious disease propagation evaluation method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring target trajectory data corresponding to an evaluation object in a preset area in a first time slice, wherein the preset area comprises a plurality of sub-areas; determining a matching subarea matched with each evaluation object in the first time slice based on the target trajectory data, wherein the matching subarea is one of the plurality of subareas; taking at least one of the plurality of sub-regions as a target sub-region, and evaluating an evaluation object in the target sub-region based on the infectious disease model so as to determine a propagation trend of the evaluation object of the infectious disease in the preset region in the first time slice; and taking the next time slice as the first time slice, and executing the above steps again until the target time period is ended, so asto determine the propagation trend of the infectious disease in the evaluation object in the preset area in the target time period. The effect of evaluating the infection trend of each region in a fine-grained manner is achieved.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of intelligent prediction, and in particular, to an evaluation method, device, computer equipment and storage medium for the spread of infectious diseases. Background technique [0002] Trajectory simulation evaluation plays an important role in disease prevention and control. [0003] At present, the commonly used method of evaluating transmission is based on the simulation model of infectious diseases. Most of them use mathematical models (which can be divided into ordinary differential equations, partial differential equations, and network dynamics models) to analyze the population of the region and analyze the regional disease. Development process and assessment of changing trends. [0004] However, these models focus on simulating and estimating the overall number of patients, without considering the real transmission process of the infection, and cannot fine-grainedly assess the ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/80
CPCG16H50/80
Inventor 宋轩范子沛姜仁河杨闯张志文陈全俊柴崎亮介
Owner SOUTH UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA
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