Similar case detection method, device and equipment and storage medium

Abstract

The invention relates to the technical field of artificial intelligence, is applied to the field of smart medical treatment so as to promote the construction of smart cities, and discloses a similar case detection method, device and equipment and a storage medium. The method comprises the following steps: inputting a target case text of an obtained detection object into a text similarity clustering model to obtain a target grouping label; inputting the illness state data information of the target case text into an illness state encoding model, and encoding the illness state data information toobtain target encoding information; according to the target grouping label, extracting sample coding information corresponding to other objects except the detection object from a coding database; determining a coding information difference value according to the target coding information and the sample coding information; and if the encoding information difference value is greater than a preset difference threshold, determining that a historical case text similar to the target case text exists, and prompting that the target case text has a counterfeiting risk. According to the method, the case similarity and the disease condition data information similarity are combined, so that the similar case detection accuracy is improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a similar case detection method, device, equipment and storage medium. Background technique [0002] With the development of science and technology, the medical system has gradually improved. Medical behavior quality monitoring is one of the effective means to standardize medical behavior. At present, automatic medical behavior quality monitoring has been widely used, such as intelligent similar case detection system, intelligent disease reporting system, etc. [0003] In the prior art, the intelligent similarity case detection system is generally realized through similar text detection technology, that is, to score the similarity between two case texts, so as to judge whether the two case texts are similar cases, and then determine There may be plagiarized or falsified case texts; the shortcoming of this scheme is that it is only judged from the similari...

AI Technical Summary

Problems solved by technology

[0003] In the prior art, the intelligent similarity case detection system is generally realized through similar text detection technology, that is, to score the similarity between two case texts, so as to judge whether the two case texts are similar cases, and then determine There may be plagiarized or falsified case texts; the shortcoming of this scheme is that it is only judged from the similarity of the case text text description whether it is the same text, and there is a problem of low accuracy, so the identified plagiarism or falsified results are also equally inaccurate

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