Assist Selection of Provider/Facility for Surgical Procedures Based on Frequency of Procedure, History of Complications, and Cost

摘要

A mechanism is provided in a data processing system comprising at least one processor and at least one memory. The at least one memory comprises instructions executed by the at least one processor to cause the at least one processor to implement a clinical decision support system. The clinical decision support system receives a set of input data about a plurality of patients. The clinical decision support system identifies a target patient within the plurality of patients seeking guidance for a surgical procedure that has been recommended by a physician. A cluster analysis component executing within the clinical decision support system determines a cluster of patients within the plurality of patents that are similar to the target patient based on the set of input data. The cluster analysis component groups the cluster of patients into a plurality of sub-clusters of patients each being associated with a different level of complications. The clinical decision support system generates a user interface providing an output of providers or facilities ranked by history of complications and cost based on the sub-clusters of patients and corresponding data in the set of input data.