A device for predicting drug dosage

Abstract

An embodiment of the present invention provides a device for predicting drug dosage, which includes: a feature extraction module for collecting current reference features of a target object; a matching module for comparing the current biochemical features of the target object with each reference group for similarity Calculate, take the reference group with the highest similarity as the target reference group; the dose prediction module is used to input the current reference feature of the target object into the trained neural network model corresponding to the target reference group to obtain the target The target drug dosage when the subject takes the next drug corresponding to the current moment. In the embodiment of the present invention, by collecting the current reference characteristics of the target object in the process of taking the medicine, and using the neural network model to predict the next dosage of the target object, the changes of the indicators of the patient during the taking medicine process are fully utilized, and the timely and effective treatment for the patient is improved. level of sophistication.

Description

technical field [0001] The invention relates to the technical field of medical devices, in particular to a device for predicting the dosage of medicines. Background technique [0002] Critical care medicine is a new discipline in 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 development level of a country's health care. Each ICU bed unit in the hospital collects the detection of various physiological indicators of patients, and generates a large amount of indicator data every moment 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 guarantee. [0003] But in our country, a common problem is the shortage of professio...

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.

Images