自然杂志 ›› 2018, Vol. 40 ›› Issue (5): 349-354.doi: 10.3969/j.issn.0253-9608.2018.05.004

• 专题综述 • 上一篇    下一篇

人工智能在疾病预测中的应用

徐亮,阮晓雯,李弦,洪博然,肖京   

  1. 平安科技(深圳)有限公司,广东 深圳 518057
  • 出版日期:2018-10-25 发布日期:2018-12-21

Use of artificial intelligence in disease prediction

XU Liang, RUAN Xiaowen, LI Xian, HONG Boran, XIAO Jing   

  1. Ping An Technology(Shenzhen) Co., Ltd, Shenzhen 518057, Guangdong Province China
  • Online:2018-10-25 Published:2018-12-21

摘要:

首先介绍了人工智能在疾病预测中的应用现状和发展,包括公共卫生防控和个人疾病筛查及健康管理两个方面。接着分析了传统疾病预防方法存在的弊端,从数据源和技术方面综述了人工智能给疾病预测带来的突破和发展。最后,列举了人工智能技术在疾病预测中的应用。

Abstract:

This work introduces the application status and prospect of artificial intelligence in disease prediction comprising two aspects: public health prevention and control, personal disease screening and health management. The drawbacks of traditional methods for disease prevention and control are analyzed. The breakthroughs and developments of disease prediction brought by artificial intelligence are summarized in view of data sources and techniques. Finally, this work gives some examples of the productions of disease prediction by artificial intelligence.