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Method and device for predicting patient waiting for mild cognitive impairment in online game

A mild cognitive impairment and game technology, applied in the field of artificial intelligence, can solve the problem of unpredictable mild cognitive impairment waiting population and other problems

Pending Publication Date: 2022-01-04
波克科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In the prior art, there is no relevant scheme that can predict the mild cognitive impairment waiting group in daily activities

Method used

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  • Method and device for predicting patient waiting for mild cognitive impairment in online game
  • Method and device for predicting patient waiting for mild cognitive impairment in online game
  • Method and device for predicting patient waiting for mild cognitive impairment in online game

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0062] As described below, an embodiment of the present invention provides a method for predicting mild cognitive impairment waiting groups in an online game.

[0063] First of all, the purpose of the present invention is to solve the defects that the diagnosis method of mild cognitive impairment in the prior art is costly to implement and it is difficult to implement routinely, causing a large number of patients to miss the best opportunity for intervention. The plan of the crowd, the prediction is realized by means of artificial intelligence (multi-layer perceptual neural network), and the work of collecting relevant information is embedded in the online game, so that the collection of relevant information can be completed in daily activities, which is convenient , fast, and conducive to alleviating the resistance of some subjects to mental tests.

[0064] refer to figure 1 The flow chart of the method for predicting the mild cognitive impairment waiting group in the online...

Embodiment 2

[0116] As described below, an embodiment of the present invention provides a device for predicting mild cognitive impairment waiting groups in an online game.

[0117] The device for predicting the mild cognitive impairment waiting group in the online game includes: a processor and a memory, wherein:

[0118] a processor adapted to load and execute instructions of a software program;

[0119] A memory adapted to store a software program comprising instructions for performing the following steps:

[0120] The first type of game content used to collect the first type of information is embedded in the online game in advance; the first type of information is the information that needs to be collected in the MoCA test;

[0121] Pre-establish and train the neural network model; the neural network model can output the predicted value of the MoCA test score according to the first type of information input;

[0122] The subjects performed game activities in the online game implanted ...

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Abstract

The invention discloses a method and a device for predicting elderly people waiting for mild cognitive impairment in an online game. The method comprises the following steps: implanting a first type of game content for collecting first type of information in the online game in advance, wherein the first type of information is information needing to be collected in an MoCA test; pre-establishing and training a neural network model; performing game activities in the online game in which the first type of game content is implanted by a testee; collecting related data about the first type of information of the testee in the game activity process of the testee; inputting the first type of information about the testee into the neural network model; and outputting a predicted value on the MoCA test score of the testee by the neural network model, and determining whether the testee is a waiting person with mild cognitive impairment. According to the method, the mild cognitive impairment waiting people can be predicted in daily activities, and the method is favorable for relieving the contradictive emotion of part of testees for mental tests.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method and a device for predicting the elderly mild cognitive impairment waiting group in an online game. Background technique [0002] Alzheimer's disease (Alzheimer's Disease, AD) is a progressive neurodegenerative disease with slow onset and insidious. Since there is no effective means to prevent, treat or even delay its development in the world, it is irreversibly disabling and has become a major disabling disease that seriously threatens the health and quality of life of the elderly, and will consume a lot of society. cost. [0003] Mild Cognitive Impairment (MCI) is an unstable transitional state between normal aging and dementia, and has a very high risk of transformation to dementia. At present, mild cognitive impairment has been widely regarded as a preclinical symptom of dementia and Alzheimer's disease, and the appearance of mild cognitive impairmen...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/30G06N3/04G06N3/08A63F13/80A63F1/00
CPCG16H50/20G16H50/30G06N3/04G06N3/08A63F13/80A63F1/00
Inventor 钱学胜徐仁彬
Owner 波克科技股份有限公司
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