Artificial intelligence prediction evaluation method and device, storage medium and electronic equipment

An artificial intelligence technology to be evaluated, applied in the field of artificial intelligence, can solve problems such as patient loss, different prediction results of AI models, unfavorable promotion and application of AI-assisted diagnosis and treatment, and achieve the effect of avoiding incompleteness and objectivity and improving accuracy

Inactive Publication Date: 2020-02-21
INFERVISION MEDICAL TECH CO LTD
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AI Technical Summary

Problems solved by technology

[0003] Today, with the rapid development of AI technology, many AI models have emerged. However, the prediction results of each AI model are different, even for different diagnosis and treatment objects and types. If it is inaccurate, it will easily cause unpredictable losses to patients, and it will not be conducive to the promotion and application of AI-assisted diagnosis and treatment in the field of medical and health. Therefore, a method that can evaluate AI models more accurately is urgently needed

Method used

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  • Artificial intelligence prediction evaluation method and device, storage medium and electronic equipment
  • Artificial intelligence prediction evaluation method and device, storage medium and electronic equipment
  • Artificial intelligence prediction evaluation method and device, storage medium and electronic equipment

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Embodiment Construction

[0035] Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here.

[0036] Application overview

[0037]The current medical level and conditions have been improved. Although there are many hospitals and medical institutions all over the country, compared with the large number of patients, the number of hospitals and medical institutions is extremely insufficient. The participants are doctors, and every patient needs to be diagnosed and treated by a doctor. In the face of a large number of patients visiting the doctor every day, the pressure on the doctor's work can be imagined, and it takes a lot of time and investment to t...

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Abstract

The invention discloses an artificial intelligence prediction evaluation method and device, a computer readable storage medium and electronic equipment. A prediction result is obtained by inputting test data into a to-be-evaluated artificial intelligence model; the prediction result is compared with a standard result of the test data to obtain an evaluation result of the artificial intelligence model to be evaluated; and the prediction result and the standard result both comprise a plurality of parameter indexes, so that the artificial intelligence model to be evaluated can be comprehensivelyevaluated, the situation that the evaluation result is incomplete and non-objective due to a single parameter index is avoided, and the evaluation accuracy is further improved.

Description

technical field [0001] The present application relates to the field of artificial intelligence, and specifically relates to an evaluation method, an evaluation device, a computer-readable storage medium, and an electronic device for prediction of an artificial intelligence model for medical assistance. Background technique [0002] Living in today's era of digitalization and informationization of artificial intelligence, its representative symbol is "computer", which mainly takes information technology as the main body, and focuses on creating and developing knowledge. Benefiting from health data digitization and data aggregation, AI (Artificial Intelligence, artificial intelligence) is a good tool. In terms of medical care, AI can be used to manage the health of residents within a range, and simulate the doctor's diagnosis and treatment process and provide assistance Diagnosis, treatment and reference suggestions can alleviate the problem of shortage of doctor resources and...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q10/04G06N20/00
CPCG06N20/00G06Q10/04G06Q10/06393
Inventor 高小芳王少康陈宽
Owner INFERVISION MEDICAL TECH CO LTD
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