CASE BASED OUTCOME PREDICTION IN A REAL-TIME MONITORING SYSTEM

• US 20070244724A1
• Filed: 04/13/2006
• Published: 10/18/2007
• Est. Priority Date: 04/13/2006
• Status: Abandoned Application

• Current Assignee: General Electric Company
• Original Assignee: General Electric Company
• Inventors: Brodnick, Donald, Pendergast, John
• Application Number:
  US11/279,584
• Publication Number:
  US 20070244724A1
• Time in Patent Office: Days
• US Class Current: 705/3
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records
• CPC Class Codes: G16H 40/63 for local operation
• CPC Class Codes: G16H 50/70 for mining of medical data, e.g. analysing previous cases of other patients

Abstract

A method for providing real-time support in interpreting medical record data and monitoring parameters received from a patient in order to assess the possible outcomes and treatment history for the patient based upon prior patients having similar monitoring parameters and medical record data. The system includes a monitoring device that obtains monitoring parameters from the patient and communicates with a historic reference database that includes numerous historic, stored patient records. Upon receiving the monitoring parameters and medical record data for the patient, the historic reference database identifies one or more historic patient records that closely correspond to the patient being treated. Based upon the identified historic patient records, the physician is presented with a likely outcome and proposed course of treatment.

Claims

1. A method of monitoring a patient, comprising the steps of:

acquiring monitoring parameters from the patient;

acquiring medical record data for the patient;

accessing a historic reference database including a plurality of historic patient records each having historic monitoring parameters, historic medical record data and a stored outcome;

identifying at least one historic patient record that closely corresponds to the monitoring parameters and medical record data from the patient; and

displaying the stored outcome for the identified historic patient record as a predicted outcome for the patient.

2. The method of claim 1 further comprising the steps of storing the monitoring parameters and the medical record data from the patient in the historic reference database such that the stored monitoring parameters and the stored medical record data can be later searched as part of the historic reference database.

3. The method of claim 2 further comprising the step of removing patient identification information from the monitoring parameters and medical record data prior to storing the monitoring parameters and the medical record data.

4. The method of claim 1 further comprising the step of generating an alert to a treating physician based upon the predicted outcome for the patient.

5. The method of claim 1 further comprising the steps of:

identifying a plurality of historic patient records that closely correspond to the monitoring parameters and the medical record data for the patient; and

providing a probability of an outcome based upon the plurality of identified historic patient records.

6. The method of claim 1 wherein each of the historic patient records includes a treatment statement, wherein the treatment statement is displayed with the predicted outcome.

7. The method of claim 1 wherein the historic patient record that closely correspond to the monitoring parameters and the medical record data is identified in real-time with the acquisition of the monitoring parameters for the patient.

8. The method of claim 1 wherein the monitoring parameters are acquired by a monitoring device in close proximity to the patient and the predicted outcome is displayed on the monitoring device.

9. The method of claim 8 wherein the predicted outcome includes mortality rates.

10. The method of claim 8 wherein the demographic data from the patient is acquired from an electronic medical record accessible by the monitoring device.

12. The method of claim 11 further comprising the step of generating an alert to a treating physician based on the predicted outcome.

13. The method of claim 12 wherein the alert is displayed on the monitoring device.

14. The method of claim 11 wherein each of the historic patient records includes a treatment statement, wherein the treatment statement is displayed with the predicted outcome.

17. The method of claim 11 wherein each patient record of the historic reference database includes stored treatment schedules for each of the patients, wherein the stored treatment schedule for the identified patient record is displayed on the monitoring device.

11. A method of predicting an outcome and generating a treatment procedure for a patient, the method comprising the steps of:

acquiring monitoring parameters from the patient at a monitoring device located proximate to the patient;

acquiring medical record data for the patient;

accessing a historic reference database including a plurality of stored historic patient records, each historic patient record having historic monitoring parameters, historic medical record data and a stored outcome;

identifying at least one historic patient record that closely corresponds to the monitoring parameters and the medical record area obtained from the patient; and

displaying the stored outcome for the identified historic patient record as a predicted outcome for the patient.

15. The method of claim 11 wherein the historic patient records that closely correspond to the monitoring parameters and the medical record data for the patient are identified in real-time with the acquisition of the monitoring parameters from the patient.

16. The method of claim 11 wherein the historic reference database is located remotely from the healthcare facility and includes historic patient records for patients other than those treated in the healthcare facility.

18. A method of predicting an outcome and generating a treatment procedure for a patient, the method comprising the steps of:

acquiring monitor parameters from the patient at a monitoring device located proximate to the patient;

acquiring medical record data for the patient;

accessing a historic reference database including a plurality of stored historic patient records, each historic patient record having historic monitoring parameters, historic medical record data and a treatment outcome;

identifying a plurality of patient records that closely correspond to the monitoring parameters and the medical record data obtained from the patient;

predicting an outcome for the patient based upon the treatment outcomes in each of the identified historic patient records; and

displaying the predicted outcome for the patient.

19. The method of claim 18 wherein each of the historic patient records includes a treatment statement, wherein a proposed treatment statement is determined based upon the treatment statement of each of the identified historic patient records.

20. The method of claim 18 wherein the plurality of historic patient records are identified in real-time with the acquisition of the monitoring parameters from the patient.