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. 2019 Jan 29;10:16. doi: 10.3389/fneur.2019.00016

Figure 1.

Figure 1

Shapley values of the covariates for pneumonia. Shapley value regression showed importance of stroke severity on admission above other covariates such as Charlson comorbidity index, age, dysphagia screen (or time to dysphagia screen). In the bottom figure, stroke severity has higher importance than Charlson comorbidity index, dysphagia, and age.