Prediction on the spatial distribution of the seropositive rate of schistosomiasis in Hunan Province, China: a machine learning model integrated with the Kriging method - Xu, Ning; Cai, Yu; Tong, Yixin; Tang, Ling; Zhou, Yu; Gong, Yanfeng; Huang, Junhui; Wang, Jiamin; Chen, Yue; Jiang, Qingwu; Zheng, Mao; Zhou, Yibiao (Parasitology research (1987), 2024)
Keywords: Animals; Biomedical and Life Sciences; Biomedicine; China; China - epidemiology; gross domestic product; Humans; Immunology; kriging; lakes; Learning algorithms; Machine Learning; Medical Microbiology; Microbiology; Models, Statistical; prediction; Public health; rivers; Schistosomiasis; Schistosomiasis - epidemiology; Schistosomiasis - prevention & control; Seroepidemiologic Studies; seroprevalence; Spatial Analysis; Spatial distribution; surface temperature; wind speed; China; Hunan China; Schistosomiasis; Seropositive Rate; Machine Learning; Geostatistical method; Spatial Distribution