Research progress on application of machine learning in discharge preparation service for patients
10.3761/j.issn.0254-1769.2024.03.018
- VernacularTitle:机器学习在患者出院准备服务中的应用进展
- Author:
Huanting HU
1
;
Sisi HONG
;
Yingying JIA
;
Jianping SONG
Author Information
1. 310009 杭州市 浙江大学医学院附属第二医院护理部
- Keywords:
Machine Leaming;
Discharge Preparation Services;
Clinical Decision-Making;
Discharge Nursing;
Review
- From:
Chinese Journal of Nursing
2024;59(3):378-384
- CountryChina
- Language:Chinese
-
Abstract:
With the deepening of the reform of the medical and health system and the continuous optimization of the medical order,it is especially important to organize the development of admission and discharge standards and improve the service of preparing patients for discharge.In recent years,the research and application of machine learning technology in the medical field has been intensifying,and it has unique advantages in processing data and risk prediction research.Therefore,this paper reviews the development process,types of machine leaming,the content and effects of its application in patient discharge preparation services,and the current problems,in order to provide references for healthcare professionals to implement the best clinical decisions and further improve the patient discharge preparation service model.
