Systems and methods for generating dynamic graphical user interfaces for dose recalculations and adjustments

Abstract

A system for generating dynamic multi-layered graphical user interfaces may include at least one processing device configured to retrieve treatment regimen data for a patient from at least one networked database, retrieve patient attribute data for the patient, generate a graphical user interface reflecting a medication identified in the treatment regimen data and one or more associated patient attributes, compare the extracted patient attributes to one or more thresholds in a rule set, the rule set correlating a dose of the medication to one or more expected values of the extracted patient attributes, evaluating at least one condition of at least rule in the rule set, generate, based on the evaluation an interactive icon for display in the graphical user interface, and generate an overlay window displayed adjacent the interactive icon, the overlay window providing details associated with the interactive icon.