Method and device for recognizing waiting people with mild cognitive impairment through network game

A mild cognitive impairment and online game technology, applied in the field of identifying mild cognitive impairment waiting groups, can solve the problem of not identifying mild cognitive impairment waiting groups

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 solution that can i...

Method used

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  • Method and device for recognizing waiting people with mild cognitive impairment through network game
  • Method and device for recognizing waiting people with mild cognitive impairment through network game
  • Method and device for recognizing waiting people with mild cognitive impairment through network game

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Experimental program
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Embodiment 1

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

[0063] First of all, the purpose of the present invention is to address the shortcomings of the existing diagnostic methods for mild cognitive impairment, which are costly and difficult to implement routinely, causing a large number of patients to miss the best opportunity for intervention. The plan for the waiting 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 identifying the waiting group with mild cognitive impairment throu...

Embodiment 2

[0118] As described below, an embodiment of the present invention provides a device for identifying mild cognitive impairment waiting groups through online games.

[0119] The device for identifying the mild cognitive impairment waiting group through online games includes: a processor and a memory, wherein:

[0120] a processor adapted to load and execute instructions of a software program;

[0121] A memory adapted to store a software program comprising instructions for performing the following steps:

[0122] Pre-implanting the first type of game content used to collect the first type of information in the online game; the first type of information is the information that needs to be collected in the MoCA test;

[0123] 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;

[0124] The subjects performed game activities in the online game implanted w...

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Abstract

The invention discloses a method and a device for identifying a waiting crowd with mild cognitive impairment through a network game. The method comprises the following steps: implanting a first type of game content for collecting first type of information through the network 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 network game implanted with the first type of game content 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 identified in daily activities, and the method is beneficial to 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 device for identifying mild cognitive impairment waiting groups through online games. 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 impairment is rega...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/30G06N3/04G06N3/08G06F17/18A63F13/80A63F1/00
CPCG16H50/20G16H50/30G06N3/04G06N3/08G06F17/18A63F13/80A63F1/00
Inventor 钱学胜徐仁彬
Owner 波克科技股份有限公司
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