Methods and apparatus for analyzing, mapping and structuring healthcare data are disclosed. An example method includes parsing a clinical report to identify a parameter within the clinical report and associated with an image. The clinical report is associated with the image. The example method includes, when the parameter is identified in the parsing, analyzing the image to determine a value of the parameter, mapping the value, the image, and the clinical report to a model and generating an output to display one or more of the value, the image, or the clinical report.