机器学习在公共卫生领域的应用现状
Status of machine learning applications in public health
宋源龙 1张态1
作者信息
- 1. 大理大学公共卫生学院,云南 671000
- 折叠
摘要
公共卫生问题与人们的健康状况和生命质量密切相关.近年来随着人工智能的发展,机器学习在公共卫生领域得到了更为广泛的应用,机器学习技术可以处理大量的数据,并从中发现模式和趋势,从而帮助公共卫生部门更好地了解公共卫生问题.本文综述了近年来机器学习在公共卫生领域的应用,包括在流行病学研究、公共卫生监测、健康信息处理、公共卫生决策、心理健康等方面中的应用.
Abstract
Public health problems are closely related to people's health status and quality of life.With the development of artificial intelligence,machine learning has been more widely used in the field of public health.Machine learning technology can process a large amount of data and find patterns and trends from it,so as to help public health departments better un-derstand public health problems.This paper summarizes the application of machine learning in the field of public health,in-cluding epidemiological research,public health surveillance,health information processing,public health decision-making,mental health and so on.
关键词
机器学习/公共卫生/流行病学/人工智能Key words
Machine learning/Public health/Epidemiology/Artificial intelligence引用本文复制引用
出版年
2024
NETL
NSTL
万方数据