Systems and methods for automated extraction and processing of billing information in patient records
View Patent ↗Systems and methods for automated processing of medical information in electronic patient medical record databases, wherein billing information (e.g., diagnosis codes, procedural codes) is automatically extracted from electronic patient medical records through comprehensive analysis of clinical information included in the patient medical records using a knowledge base of domain-specific criteria. The extracted billing information can be automatically processed for purposes of, e.g., medical claims correction, medical claims billing, quality assurance of recorded billing information, or claim reimbursement tracking.
1. A method for processing medical information, comprising the steps of:
obtaining a medical record of a patient, wherein the medical record comprises patient information from structured and unstructured data sources;
analyzing with a computer the patient information from at least the unstructured data source in the medical record using domain-specific criteria; and
automatically extracting billing information from the medical record as part of the analysis.
2. The method of claim 1 , wherein extracting billing information comprises extracting one or more billing codes.
3. The method of claim 2 , wherein the billing codes comprise a diagnosis code, a procedure code or both.
4. The method of claim 1 , wherein the patient information comprises clinical information and financial information of the patient.
5. The method of claim 1 , wherein extracting billing information comprises extracting all billing codes that are supported by the patient information based on all domain-specific criteria in a domain knowledge base.
6. The method of claim 1 , wherein the domain-specific criteria comprises institution-specific domain knowledge.
7. The method of claim 6 , wherein the institution-specific domain knowledge relates to one or more of data at a hospital, document structures at a hospital, policies of a hospital, guidelines of a hospital, and variations at a hospital.
8. The method of claim 1 , wherein the domain-specific criteria includes condition-specific or disease-specific domain knowledge.
9. The method of claim 8 , wherein the condition-specific or disease-specific domain knowledge includes one or more of factors that influence risk of a condition or disease, disease progression information, complications information, outcomes and variables related to a condition or disease, measurements related to a condition or disease, and policies and guidelines established by medical bodies.
10. The method of claim 1 , further comprising generating an explanation that includes one or more pointers to relevant patient information, relevant domain-specific criteria, or relevant patient information and domain-specific criteria, which supports the extracted billing information.
11. The method of claim 10 , further comprising presenting the explanation to a user for verifying the billing information.
12. The method of claim 1 , further comprising automatically generating a medical claim for the patient using the extracted billing information.
13. The method of claim 1 ,further comprising:
presenting the extracted billing information to the user for verification; and
automatically generating a medical claim for the patient using the extracted billing information, if the extracted billing information is verified by the user.
14. The method of claim 13 , further comprising:
modifying the extracted billing information in response to user input, if the billing information is not verified by the user; and
automatically generating a medical claim for the patient using the modified extracted billing information.
15. The method of claim 1 , further comprising automatically updating the medical record of the patient using the extracted billing information.
16. The method of claim 15 , wherein automatically updating the medical record comprises using the extracted billing information to (i) correct billing information in the medical record, which is determined to be incorrectly recorded in the medical record or (ii) insert billing information into the medical record, which is determined to be missing from the medical record.
17. The method of claim 15 , further comprising presenting an updated medical record to a user for verification, wherein automatically updating the medical record of the patient is performed in the updated medical record is verified by the user.
18. The method of claim 1 , further comprising:
(a) automatically assessing the quality of the patient information of the medical record using the extracted billing information to obtain quality assessment results; and
(b) storing the quality assessment results for the medical record.
19. The method of claim 18 , further comprising performing steps (a) and (b) for a plurality of medical records in an electronic database; and
automatically generating quality assurance statistics based on the quality assessment results obtained for the plurality of medical records.
20. The method of claim 18 , wherein the quality assessment results comprise information regarding occurrences of correct, incorrect and/or missing billing codes in the medical record.
21. The method of claim 1 , further comprising automatically determining an expected amount of medical billing reimbursement based on the extracted billing information.
22. The method of claim 21 , further comprising:
maintaining the expected amount in the medical record; and
reconciling the expected amount with an actual reimbursement received.
23. The method of claim 21 , wherein determining an expected amount of medical billing reimbursement further depends on whether or not clinical guidelines have been followed as specified by domain-specific criteria.
24. The method of claim 10 , wherein the explanation further comprises information as to whether or not clinical guidelines have been followed as specified by domain-specific criteria.
25. The method of claim 1 wherein automatically extracting comprises inferring a diagnosis and the associated billing information from the medical record.
26. The method of claim 25 wherein inferring comprises inferring the diagnosis and the associated billing information from the medical record without reference to diagnosis codes.
27. The method of claim 25 wherein inferring comprises determining a probability.
28. In a program storage device readable by a machine, tangibly embodying a program of instructions executable on the machine to perform steps for processing medical information, the program storage device comprising instructions for:
obtaining a medical record of a patient, wherein the medical record comprises patient information from structured and unstructured data sources;
analyzing the patient information from at least the unstructured data source in the medical record using domain-specific criteria; and
automatically extracting billing information from the medical record as part of the analysis.
29. The program storage device of claim 28 , wherein the instructions for extracting billing information comprise instructions for extracting one or more billing codes.
30. The program storage device of claim 28 , wherein the patient information comprises clinical information and financial information of the patient.
31. The program storage device of claim 28 , wherein the instructions for extracting billing information comprise instructions for extracting all billing codes that are supported by the patient information based on all domain-specific criteria in a domain knowledge base.