COMPUTER-ASSISTED ABSTRACTION OF DATA AND DOCUMENT CODING
A computer-assisted method of abstracting and coding data includes receiving one or more documents is disclosed. The methods and systems extract information from a record based on extraction rules that correspond to an identified record type, determine codes corresponding to the information extracted from the record, present the correspondence between the extracted information and the codes, receive from the user-input device a validation of the correspondence between the extracted information and one of the codes, and output a report including the validated information and the validated code.
1 . A method of abstracting and coding information by a computer including:
a processor,
an information storage device,
a display device, and
a user-input device,
said method comprising:
extracting by the processor information from a record based on extraction rules stored in the information storage device, said extraction rules corresponding to an identified record type;
determining by the processor a plurality of codes corresponding to the information extracted from the record, said codes belonging to one or more sets of codes stored in the information storage device;
presenting on the display device the correspondence between the extracted information and the codes;
receiving from the user-input device a validation of the correspondence between the extracted information and one of the codes; and
outputting by the processor a report including the validated information and the validated code.
2 . The method of claim 1 , wherein the record includes text transcribed from a dictation.
3 . The method of claim 1 , wherein extracting includes, selecting the extraction rules based on keywords in the record.
4 . The method of claim 1 , wherein extracting includes, identifying information in the record for extraction using natural language processing.
5 . The method of claim 1 , wherein the codes are determined using natural language processing.
6 . The method of claim 1 , wherein the sets of codes are standardized code sets including one or more of the following: SNOMED (systemized nomenclature of medicine), RxNorm, ICD 9, ICD 10, LOINC (logical observation identifiers names and codes).
7 . The method of claim 1 , wherein receiving a validation of the correspondence includes one or more of the following:
receiving a correction of the information extracted from the record by the processor, and
receiving a correction of the codes determined by the processor.
8 . The method of claim 7 , wherein receiving a correction of one or more of the codes includes:
presenting on the display device a list of the codes associated with the information extracted from the record; and
receiving from the user-input device a selection of a code from the list of the codes.
9 . The method of claim 1 , wherein, in the event the validated information and the validated code satisfy a condition, the processor generates an alert.
10 . The method of claim 1 , wherein:
the record is associated with a patient being treated at a medical facility, and
the validated information and the validated code are output before completion of the treatment of the patient by the medical facility.
11 . A system for computer-assisted abstraction and coding of information, comprising:
a processor;
a display device;
a user-input device; and
non-transient computer-readable information storage device having program instructions recorded therein, said program instructions when executed by the processor controlling the computer to:
extract by the processor information from a record based on extraction rules stored in the information storage device, said extraction rules corresponding to an identified record type;
determine by the processor a plurality of codes corresponding to the information extracted from the record, said codes belonging to one or more sets of codes stored in the information storage device;
present on the display device the correspondence between the extracted information and the codes;
receive from the user-input device a validation of the correspondence between the extracted information and one of the codes; and
output by the processor a report including the validated information and the validated code.
12 . The system of claim 11 , wherein the record includes text transcribed from a dictation.
13 . The system of claim 11 , wherein extracting includes, selecting the extraction rules based on keywords in the record.
14 . The system of claim 11 , wherein extracting includes, identifying information in the record for extraction using natural language processing.
15 . The system of claim 11 , wherein the codes are determined using natural language processing.
16 . The system of claim 11 , wherein the sets of codes are standardized code sets including one or more of the following: SNOMED (systemized nomenclature of medicine), RxNorm, ICD 9, ICD 10, LOINC (logical observation identifiers names and codes).
17 . The system of claim 11 , wherein receiving a validation of the correspondence includes one or more of the following:
receiving a correction of the information extracted from the record by the processor, and
receiving a correction of the codes determined by the processor.
18 . The system of claim 17 , wherein receiving a correction of one or more of the codes includes:
presenting on the display device a list of the codes associated with the information extracted from the record; and
receiving from the user-input device a selection of a code from the list of the codes.
19 . The system of claim 11 , wherein, in the event the validated information and the validated code satisfy a condition, the processor generates an alert.
20 . The system of claim 11 , wherein:
the record is associated with a patient being treated at a medical facility, and
the validated information and the validated code are output before completion of the treatment of the patient by the medical facility.