Research progress on the application of machine learning in palliative care
10.3760/cma.j.cn115682-20240815-04564
- VernacularTitle:机器学习在安宁疗护中应用的研究进展
- Author:
Yuwei MO
1
;
Ning JIANG
;
Wenjie WANG
;
Yuxing XIE
;
Yujing CHEN
;
Weixia CHEN
;
Li WANG
;
Amao TANG
;
Li NING
Author Information
1. 浙江中医药大学护理学院，杭州 310051
- Publication Type:Journal Article
- Keywords:
Review;
Palliative care;
Machine learning;
Artificial intelligence;
Predictive models
- From:
Chinese Journal of Modern Nursing
2025;31(7):965-969
- CountryChina
- Language:Chinese
-
Abstract:
With the increasing aging population in China and rising incidence rates of diseases such as cancer and cardiovascular conditions, the demand for palliative care services continues to grow. In recent years, the integration of artificial intelligence and medical disciplines has advanced significantly, with machine learning research and applications in the palliative care field progressing steadily. This paper reviews the overview of machine learning, its applications in palliative care, and effectiveness evaluations. It also discusses existing limitations in current research and provides recommendations for future studies. The aim is to assist healthcare professionals in improving palliative care services and offer valuable insights for the development of palliative care in China.
