Comparing machine learning with case-control models to identify confirmed dengue cases - Ho, Tzong-Shiann; Weng, Ting-Chia; Wang, Jung-Der; Han, Hsieh-Cheng; Cheng, Hao-Chien; Yang, Chun-Chieh; Yu, Chih-Hen; Liu, Yen-Jung; Hu, Chien Hsiang; Huang, Chun-Yu; Chen, Ming-Hong; King, Chwan-Chuen; et al. (PLoS neglected tropical diseases, 2020)
Keywords: Adolescent; Adult; Aged; Algorithms; Biology and life sciences; Blood tests; Case-Control Studies; Computer and Information Sciences; Datasets; Decision making; Dengue; Dengue - diagnosis; Dengue - epidemiology; Dengue fever; Developing Countries; Disease Outbreaks - statistics & numerical data; Epidemics; Epidemiological Monitoring; Feature selection; Female; Gender; Health surveillance; Hospitals; Human diseases; Humans; Illnesses; Laboratories; Learning algorithms; Machine Learning; Male; Medical research; Medicine and Health Sciences; Middle Aged; Models, Statistical; Patients; Physical Sciences; Public health; Public Health - methods; Research and Analysis Methods; Resource allocation; Statistical methods; Surveillance; Tropical diseases; Variables; Vector-borne diseases; Vital signs; Young Adult; Taiwan