10. An apparatus, comprising: hardware circuitry configured to process automatically medical text in a medical report within a medical field, the circuitry configured to process automatically medical text comprises circuitry configured to: identify medical phrases contained within the medical text; extract the medical phrases from the medical text; determine which of the medical phrases are valued medical phrases, a valued medical phrase includes content having a corresponding value in a lexicon of relevant terminology corresponding to the medical field, the valued medical phrase being either a medical finding or a medical recommendation; reduce each valued medical phrase to one or more medical codes in the medical field; the one or more medical codes being medical identifiers; and render in a first group medical codes corresponding to the medical finding; and render in a second group separate from the first group medical codes corresponding to the medical recommendation, wherein the circuitry comprises a processor, and wherein the circuitry configured to process automatically the medical text in the medical report further comprises circuitry configured to generate a lexicon-based hierarchical decision tree for the medical field by assigning each valued medical phrase to a location in the lexicon-based hierarchical decision tree.
10. An apparatus, comprising: hardware circuitry configured to process automatically medical text in a medical report within a medical field, the circuitry configured to process automatically medical text comprises circuitry configured to: identify medical phrases contained within the medical text; extract the medical phrases from the medical text; determine which of the medical phrases are valued medical phrases, a valued medical phrase includes content having a corresponding value in a lexicon of relevant terminology corresponding to the medical field, the valued medical phrase being either a medical finding or a medical recommendation; reduce each valued medical phrase to one or more medical codes in the medical field; the one or more medical codes being medical identifiers; and render in a first group medical codes corresponding to the medical finding; and render in a second group separate from the first group medical codes corresponding to the medical recommendation, wherein the circuitry comprises a processor, and wherein the circuitry configured to process automatically the medical text in the medical report further comprises circuitry configured to generate a lexicon-based hierarchical decision tree for the medical field by assigning each valued medical phrase to a location in the lexicon-based hierarchical decision tree. 11. The apparatus of claim 10 , wherein the one or more medical codes in the medical field comprises one or more standard medical codes in the medical field.