19 research outputs found
Number of medication instances in GFR subgroups.
No full textNumber of medication instances in GFR subgroups.</p
Hairball plots for medication clusters.
No full textWe identified six communities of medication clusters (from a to f), where each cluster is visualized as a hairball network diagram. The width of the edges represents the administration frequency (0 − 50; 50 − 500; >500). The color of the edges shows the strength of Pearson similarity coefficients for the medication pairs (correlation coefficients >0.08 is red, and 0.07−0.08 is orange). Stronger Pearson similarity coefficients indicate a more significant relationship between the prescription of isolated medications and AKI development. The size of the vertices represents the administration frequency of the single medications (0 − 20; 20 − 100; >100). The color of the vertices shows the strength of Pearson similarity coefficients for the isolated medications (correlation coefficient of >0.12 is red, 0.07− 0.12 is orange, and when there is no significant correlation, or medication was never administered alone, it is white).</p
Top 20 significant AKI-correlated medications for two subgroups.
No full textTop 20 significant AKI-correlated medications for two subgroups.</p
Top 20 significant AKI-correlated medication pairs that do not consist of any significant isolated medications.
No full textTop 20 significant AKI-correlated medication pairs that do not consist of any significant isolated medications.</p
Significant AKI-correlated isolated medications.
No full textSignificant AKI-correlated isolated medications.</p
Significant AKI-correlated isolated medications for two subgroups.
No full textSignificant AKI-correlated isolated medications for two subgroups.</p
Time window for medication administration extraction.
No full textFor the patient who develops AKI (Patient A), the time window ranges from ICU admission to 24 hours before that patient’s earliest AKI detection time. In contrast, for non-AKI patients (Patient B), the time window is from ICU admission to 24 hours before the average AKI development time for AKI patients.</p
Top 20 frequently administered and significant AKI-correlated medications.
No full textTop 20 frequently administered and significant AKI-correlated medications.</p
