CATEGORIZATION OF INFORMATION USING NATURAL LANGUAGE PROCESSING AND PREDEFINED TEMPLATES

• US 20140288973A1
• Filed: 06/06/2014
• Published: 09/25/2014
• Est. Priority Date: 03/31/2004
• Status: Active Grant

• Current Assignee: Nuance Communications, Inc. (Microsoft Corporation)
• Original Assignee: Nuance Communications, Inc. (Microsoft Corporation)
• Inventors: Carus, Alwin B., Ogrinc, Harry J.
• Granted Patent: US 9,152,763 B2
• Time in Patent Office: Days
• US Class Current: 705/3
• CPC Class Codes: G06F 16/00 Information retrieval; Database structures therefor; File system structures therefor
• CPC Class Codes: G06Q 10/10 Office automation; Time management
• CPC Class Codes: G10L 15/26 Speech to text systems G10L15/08 takes precedence
• CPC Class Codes: G16H 10/20 for electronic clinical trials or questionnaires
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records
• CPC Class Codes: G16H 15/00 ICT specially adapted for medical reports, e.g. generation or transmission thereof
• CPC Class Codes: Y10S 707/99942 Manipulating data structure, e.g. compression, compaction, compilation
• CPC Class Codes: Y10S 707/99943 Generating database or data structure, e.g. via user interface
• CPC Class Codes: Y10S 707/99944 Object-oriented database structure
• CPC Class Codes: Y10S 707/99945 Object-oriented database structure processing

Abstract

A computer implemented method for generating a report that includes latent information, comprising receiving an input data stream that includes latent information, performing one of normalization, validation, and extraction of the input data stream, processing the input data stream to identify latent information within the data stream that is required for generation of a particular report, wherein said processing of the input data stream to identify latent information comprises of identifying a relevant portion of the input data stream, bounding the relevant portion of the input data stream, classifying and normalizing the bounded data, activating a relevant report template based on said identified latent information, populating said template with template-specified data, and processing the template-specified data to generate a report.

Claims

1-8. -8. (canceled)

9. A method comprising:

collecting an initial set of clinical information from a medical practitioner'"'"'s encounter with a patient, the encounter being of a particular type;

analyzing the initial set of information, using a processor, to correlate the initial set of clinical information with additional information specified by one or more reporting standards as being applicable for documenting the particular type of patient encounter; and

prompting a user to record the additional information specified by the one or more reporting standards in documenting the patient encounter.

10. The method of claim 9, wherein the collecting comprises extracting the initial set of clinical information from at least a portion of a free-form narration of the patient encounter provided by the medical practitioner.

11. The method of claim 9, wherein the additional information corresponds to at least one standard code.

12. The method of claim 11, wherein the at least one standard code comprises at least one code selected from the group consisting of an ICD code, a CPT code, an E&

M code, and a SNOMED code.

13. The method of claim 9, wherein the prompting comprises displaying a visual alert to the user.

14. The method of claim 9, wherein the prompting comprises presenting one or more options and allowing the user to choose among the one or more options.

15. The method of claim 14, further comprising:

deriving the additional information from the option chosen by the user; and

storing the additional information in a clinical data repository and/or in an electronic medical record.

16. Apparatus comprising:

a processor; and

a memory storing processor-executable instructions that, when executed by the processor, perform a method comprising;

collecting an initial set of clinical information from a medical practitioner'"'"'s encounter with a patient, the encounter being of a particular type;

analyzing the initial set of information to correlate the initial set of clinical information with additional information specified by one or more reporting standards as being applicable for documenting the particular type of patient encounter; and

prompting a user to record the additional information specified by the one or more reporting standards in documenting the patient encounter.

17. The apparatus of claim 16, wherein the collecting comprises extracting the initial set of clinical information from at least a portion of a free-form narration of the patient encounter provided by the medical practitioner.

18. The apparatus of claim 16, wherein the additional information corresponds to at least one standard code.

19. The apparatus of claim 18, wherein the at least one standard code comprises at least one code selected from the group consisting of an ICD code, a CPT code, an E&

M code, and a SNOMED code.

20. The apparatus of claim 16, wherein the prompting comprises presenting one or more options and allowing the user to choose among the one or more options.

21. The apparatus of claim 20, wherein the method further comprises:

deriving the additional information from the option chosen by the user; and

storing the additional information in a clinical data repository and/or in an electronic medical record.

22. A processor-readable medium encoded with processor-readable code that, when executed, performs a method comprising:

collecting an initial set of clinical information from a medical practitioner'"'"'s encounter with a patient, the encounter being of a particular type;

analyzing the initial set of information to correlate the initial set of clinical information with additional information specified by one or more reporting standards as being applicable for documenting the particular type of patient encounter; and

prompting a user to record the additional information specified by the one or more reporting standards in documenting the patient encounter.

23. The processor-readable medium of claim 22, wherein the collecting comprises extracting the initial set of clinical information from at least a portion of a free-form narration of the patient encounter provided by the medical practitioner.

24. The processor-readable medium of claim 22, wherein the additional information corresponds to at least one standard code.

25. The processor-readable medium of claim 24, wherein the at least one standard code comprises at least one code selected from the group consisting of an ICD code, a CPT code, an E&

M code, and a SNOMED code.

26. The processor-readable medium of claim 22, wherein the prompting comprises displaying a visual alert to the user.

27. The processor-readable medium of claim 22, wherein the prompting comprises presenting one or more options and allowing the user to choose among the one or more options.

28. The processor-readable medium of claim 27, wherein the method further comprises:

deriving the additional information from the option chosen by the user; and

storing the additional information in a clinical data repository and/or in an electronic medical record.