Risk assessment of imported malaria in China: a machine learning perspective

Risk assessment of imported malaria in China: a machine learning perspective

Abstract Background Following China’s official designation as malaria-free country by WHO, the imported malaria has emerged as a significant determinant impacting the malaria reestablishment within China. The objective of this study is to explore the application prospects of machine learning algorit...

Full description

Bibliographic Details
Main Authors: Shuo Yang, Ruo-yang Li, Shu-ning Yan, Han-yin Yang, Zi-you Cao, Li Zhang, Jing-bo Xue, Zhi-gui Xia, Shang Xia, Bin Zheng
Format: Article
Language:English
Published: BMC 2024-03-01
Series:BMC Public Health
Subjects:
Imported Malaria
Risk Assessment
Risk prediction
Risk mapping
Machine learning
Random Forest
Online Access:https://doi.org/10.1186/s12889-024-17929-9

Internet

https://doi.org/10.1186/s12889-024-17929-9

Similar Items