Data processing method, data processing device, and computer readable storage medium

Abstract

The invention discloses a data processing method. The method comprises the following steps: acquiring the medical original data of the insurance mechanism database and all levels of medical institutions; establishing a classification model, a natural semantic grabbing model, a semi-supervised learning model and an identity information grabbing model; and inputting the original data into the classification model, the natural semantic grabbing model, the semi-supervised learning model and the identity information grabbing model, and analyzing the input original data by the models and outputtingthe illegal bills. According to the method, the illegal bills of the controlled medicine can be quickly and massively extracted for different regions, the labor cost is greatly reduced, and the efficiency is greatly improved.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a data processing method, a data processing device and a computer-readable storage medium. Background technique [0002] As we all know, hospitals and other medical institutions have many control measures for drugs for the treatment of some diseases. These controlled drugs are essential for the treatment of corresponding diseases, but there are many problems, such as inappropriate dosage and usage, which will cause certain harm. Patients with different degrees of illness have different needs for drugs. [0003] At present, there is a relatively clear business logic for the limited use of insulin under the medical insurance policy, but there are various difficulties in implementing it in each city, region, and medical institution. The traditional method of extracting illegal documents requires business experts to check the full amount of data in the past year one by one, an...

AI Technical Summary

Problems solved by technology

[0002] As we all know, hospitals and other medical institutions have many control measures for drugs for the treatment of some diseases. These controlled drugs are essential for the treatment of corresponding diseases, but there are many problems, such as inappropriate dosage and usage, which will cause certain harm. Patients with different degrees of illness have different needs for drugs

[0003] At present, the limited use of insulin under the medical insurance policy has a relatively clear business logic, but there are various difficulties in implementing it in each city, region, and medical institution

The traditional method of extracting illegal documents is for business experts to check the full amount of data in the past year one by one, and finally locate the information of illegal documents, which consumes a lot of time, and not everyone can do this investigation (limited to business experts)

Moreover, if there are not enough violation documents with a violation amount, the medical insurance institution will not directly adopt the extraction results

What's more troublesome is that it is too inefficient to repeat the same labor after switching to different cities

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