Abstract: A non-transitory computer readable medium is described. The non-transitory computer readable medium has computer executable instructions that when executed cause a processor to: determine a diabetic retinopathy prediction based at least in part on a weighted sum of at least five patient predictors in a database storing at least one patient record having first data; and pass an alert to a user responsive to the diabetic retinopathy prediction being within a predetermined range.

Abstract: A system and method configured to segment computer readable clinical notes of a healthcare provider into a plurality of sections having textual content. For each section, the system is configured to parse the textual content with natural language processing using at least one pre-defined dictionary. A set of predefined rules are applied to the parsed textual content to generate at least one candidate. The at least one candidate provides at least one current procedural terminology (CPT) medical code based on the parsed textual content.