Abstract: Systems, apparatus, and methods to analyze and visualize healthcare-related data are provided. An example method includes identifying, for one or more patients, a clinical quality measure including one or more criterion. The method includes comparing a plurality of data points for each of the patient(s) to the one or more criterion. The method includes determining whether each of the patient(s) passes or fails the clinical quality measure based on the comparison to the one or more criterion. The method includes identifying a pattern of the failure based on patient data points relating to the failure of the clinical quality measure for each of the patient(s) failing the clinical quality measure. The method includes providing an interactive visualization of the pattern of failure in conjunction with the patient data points and an aggregated indication of passage or failure of the patient(s) with respect to the clinical quality measure.

Abstract: Systems, apparatus, and methods to analyze and visualize healthcare-related data are provided. An example method includes identifying, for one or more patients, a clinical quality measure including one or more criterion. The method includes comparing a plurality of data points for each of the patient(s) to the one or more criterion. The method includes determining whether each of the patient(s) passes or fails the clinical quality measure based on the comparison to the one or more criterion. The method includes identifying a pattern of the failure based on patient data points relating to the failure of the clinical quality measure for each of the patient(s) failing the clinical quality measure. The method includes providing an interactive visualization of the pattern of failure in conjunction with the patient data points and an aggregated indication of passage or failure of the patient(s) with respect to the clinical quality measure.