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AssigneeIncluded Health, Inc.
InventorsNathaniel Freese, Meera Rao, Rick Wolf, Peyton Rose, Stephen Martin, Sameer Soi, Zachary Taylor, Ye Wang
Estimating the term…
Methods, systems, and computer-readable media for generating a statistically covaried machine learning model for performance measurement of service providers. The method receives a configuration file that includes one or more parameters associated with a plurality of individuals and parses it to generate and executing the database query on input data to generate sets of tabulated data of individuals of the plurality of individuals. The method next determines one or more measures of service providers listed in the configuration file using two or more tabulated data of individuals from the sets of tabulated data of individuals. The method finally generates a covaried machine learning model by training a machine learning model by statistically covarying measures and using them as training data.
A non-transitory computer readable medium including instructions that are executable by one or more processors to cause a system to perform a method for determining matching sets of individuals using performance measurements of service providers associated with sets of individuals, the method comprising:
A method performed by a system for determining matching set of individuals using performance measurements of service providers associated with sets of individuals, the method comprising:
A matching cohort identification system comprising:
Dependencies are inferred from the claim text.