View source for METHOD AND SYSTEM FOR ASSOCIATING DIAGNOSTIC CODES WITH PROBLEM-SOLUTION DESCRIPTIONS: abstract simplified (17658759)

*This abstract for appeared for patent application  number 17658759 Titled 'METHOD AND SYSTEM FOR ASSOCIATING DIAGNOSTIC CODES WITH PROBLEM-SOLUTION DESCRIPTIONS'

==Simplified Explanation==

This abstract describes a method for linking diagnostic codes with problem-solution descriptions. The method involves using a subset of training data pairs, which consist of diagnostic codes and their corresponding problem-solution descriptions. Additional problem-solution descriptions that are not yet associated with any diagnostic codes are also received. A second subset of training data pairs is then generated by associating these new problem-solution descriptions with their respective diagnostic codes, using the initial subset of training data pairs. A model is then trained using this data to effectively link diagnostic codes with problem-solution descriptions.


==Original Abstract Submitted==

A method for associating diagnostic codes with problem-solution descriptions is disclosed. The method comprises receiving a first subset of a plurality of training data pairs. Each training data pair in the first plurality of training data pairs includes (i) a respective diagnostic code and (ii) a respective problem-solution description associated with the respective diagnostic code. The method further comprises receiving a plurality of problem-solution descriptions that are not yet associated with any diagnostic codes. The method further comprises generating a second subset of the plurality of training data pairs by associating the plurality of problem-solution descriptions with respective diagnostic codes, using the first subset of the plurality of training data pairs. The method further comprises training a model using on the plurality of training data pairs. The at least one model is configured to associate diagnostic codes with problem-solution descriptions.