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Cluster Analysis of the Incidence of National Notifiable Infectious Diseases by Region
서인철 계명대학교 자연과학연구소 2017 Quantitative Bio-Science Vol.36 No.2
Establishing regional infection control units is vital for effective national infection control. Therefore, an in-depth segmentation strategy is required. The annual incidence rates of Korea national notifiable infectious diseases in 16 different regions from 2001 to 2016 were analyzed using K-means clustering. Four clusters from non-normalized and normalized analyses were obtained for the annual incidence rates of these diseases by region. This study demonstrates the possibility of developing objective and reproducible approaches to regional segmentation for national infection control.
Cluster Analysis of the Incidence of National Notifiable Infectious Diseases by Region
Incheol Seo 계명대학교 자연과학연구소 2017 Quantitative Bio-Science Vol.36 No.2
Establishing regional infection control units is vital for effective national infection control. Therefore, an in-depth segmentation strategy is required. The annual incidence rates of Korea national notifiable infectious diseases in 16 different regions from 2001 to 2016 were analyzed using K-means clustering. Four clusters from non-normalized and normalized analyses were obtained for the annual incidence rates of these diseases by region. This study demonstrates the possibility of developing objective and reproducible approaches to regional segmentation for national infection control.