Medicine dosage prediction device

Abstract

The embodiment of the invention provides a medicine dosage prediction device. The device comprises a feature extraction module used for collecting current reference features of a target object; a matching module used for carrying out similarity calculation on the current biochemical characteristics of the target object and each reference group, and taking the reference group with the highest similarity as a target reference group; and a dosage prediction module used for inputting the current reference features of the target object into a trained neural network model corresponding to the targetreference group to obtain target medicine dosage of the target object during next medicine taking corresponding to the current moment. According to the device, the current reference features of the target object in the medicine taking process are collected, and the next medicine dosage of the target object is predicted by utilizing the neural network model, so that the index change condition of the patient in the medicine taking process is fully utilized, and the timely, effective and fine treatment level of the patient is improved.

Description

Technical field [0001] The invention relates to the technical field of medical devices, and in particular to a device for predicting the dosage of drugs. Background technique [0002] Critical Care Medicine is an emerging discipline of modern medicine and one of the fastest-growing disciplines. The level of diagnosis and treatment of critically ill patients directly affects the cure rate and mortality rate, so it is one of the important reference indicators for evaluating the level of health and medical development of a country. Each ICU bed unit in the hospital integrates the detection of various physiological indicators of patients, and generates a large amount of indicator data at all times to provide reference for doctors’ decision-making. Various life support and sophisticated treatment instruments provide doctors with convenient means for patients. Provide a full range of life support and treatment guarantees. [0003] But in our country, a common problem at present is the ...

AI Technical Summary

Problems solved by technology

Unstable blood pressure indicates that the patient's condition is critical. However, since this indicator will be affected by many factors, different drugs need to be adjusted to maintain its stability. Therefore, a patient with unstable blood pressure often requires close observation and timely regulation by medical staff.

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