Fig. 2: Overall frequency of categorized features for pediatric sepsis, severe sepsis, and septic shock endpoints.
From: A scoping review on pediatric sepsis prediction technologies in healthcare
The frequency of each feature category is listed in descending order from highest to lowest occurrence. The individual features included within the developed categorizations are available in Supplementary Data 2. All articles with 20 or fewer features are included. For articles with more than 20 features, only the top 20 are included. Articles with a ranking for Kawasaki Disease vs Sepsis (n = 1) and articles with more than 20 non-ranked features (n = 1) are excluded from this figure. The “Biomarkers: Genes” category was only used in two articles, accounting for 100% of the model features when used, and so is only counted once for septic shock and twice for sepsis in this figure.
