Abstract: A system for standardizing medical testing data may include a processor. The processor may be programmed to access a first medical testing record including a first data element represented in a first data format; access a second medical testing record including a second data element represented in a second data format, the second data format being different from the first data format; determine that the first data element and the second data element are associated with a common value classifier; and store the first data element and the second data element in a database in association with the common value classifier.

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.

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.