Patient medication behavior portraying method and device, computer equipment and storage medium

Abstract

The invention relates to the field of digital medical treatment, and discloses a patient medication behavior portraying method, which comprises the steps of determining medication behavior characteristics of each target patient according to medication information in medical data, and dividing all the target patients into a plurality of target crowds according to the medication behavior characteristics; classifying all the medical data by using a random forest algorithm; obtaining target features according to the classification result, and analyzing the association degree of the target featuresand all the medication behavior features through an association rule algorithm; obtaining a target feature of which the association degree with the medication behavior feature meets a preset condition as a portrait feature corresponding to the medication behavior feature; and according to the portrait feature corresponding to each medication behavior feature, portraying the target crowd corresponding to each medication behavior feature. The invention further discloses a patient medication behavior portraying device, computer equipment and a computer readable storage medium. According to the invention, the accuracy of portraying patients with various medication behaviors is improved.

Description

Technical field[0001]The present application relates to the field of digital medical, and more particularly to a portrait method of a patient's medication behavior, a portrait device, computer device, and a computer readable storage medium for patient medication behavior.Background technique[0002]With the advancement and development of precision pharmaceutical services, the important role of patient medication in drug treatment has caused clinicians and pharmacists. Especially for chronic diseases such as diabetes, hypertension, mental illness, it is easy to repeated, long-term medication, so it should pay more attention to the medication behavior of such patients.[0003]Conventional patient medication behavior analysis is based on data on the patient's questionnaire or regional sample, but such an analysis method is often not rigorous enough, making the portrait of patients with various types of drugs is not accurate enough.[0004]The above content is only used to assist in understan...

AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide a portrait method for patients' medication behavior, a portrait device for patients' medication behavior, computer equipment, and computer-readable storage media, aiming to solve the problem of how to improve the accuracy of portraits of patients with various medication behaviors question

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