Method for Helping Patients Find Treatments Based on Similar Patients' Experiences

• US 20140244292A1
• Filed: 05/07/2014
• Published: 08/28/2014
• Est. Priority Date: 01/27/2011
• Status: Abandoned Application

• Current Assignee: Wiser Together Incorporated (Evive Health LLC)
• Original Assignee: Wiser Together Incorporated (Evive Health LLC)
• Inventors: Rosenberg, Gregg, Labianca, Erik, Debgupta, Shubadeep, Soper, Ian, Zirkle, Heather
• Application Number:
  US14/272,014
• Publication Number:
  US 20140244292A1
• Time in Patent Office: Days
• US Class Current: 705/2
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records
• CPC Class Codes: G16H 20/00 ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
• CPC Class Codes: G16H 50/70 for mining of medical data, e.g. analysing previous cases of other patients
• CPC Class Codes: G16H 70/00 ICT specially adapted for the handling or processing of medical references

Abstract

This disclosure describes, among other things, a method for recommending treatments for a condition (e.g., a medical condition). The method may include generating ranking treatments for a condition based on patient information. The patient information may identify one or more characteristics of a patient. The patient information may include clinical and/or non-clinical information. The treatments may be ranked based on a prediction of the degree to which the patient will be satisfied with the treatment. The prediction may be based on the degree to which other patients were satisfied with the treatment.

Claims

1. A method of recommending treatments, the method comprising:

receiving, at a computer, an identification of a condition from a device remote from the computer;

receiving an identification of treatments for the identified condition from a storage device;

receiving treatment information about the identified treatments from the storage device, wherein the received treatment information includes one or more of an indication of the clinical effectiveness of the identified treatments, data characterizing experiences of patients with the identified treatments, cost information, and insurance coverage;

generating initial rankings of the identified treatments based on the treatment information;

transmitting the initial rankings to the remote device;

receiving patient information identifying one or more characteristics of a patient from the remote device;

generating updated rankings of the identified treatments based on the treatment information and the received patient information; and

transmitting the updated rankings to the remote device.

2. The method of claim 1, wherein generating the updated rankings comprises:

receiving similar-patient information about the identified treatments from the storage device, wherein the similar-patient information includes treatment information specific to patients sharing one or more of the characteristics of the patient identified by the patient information; and

ranking the identified treatments based on the treatment information and the received similar-patient information.

3. The method of claim 2, wherein the similar-patient information includes one or more of an indication of the clinical effectiveness of the identified treatments for patients sharing one or more of the characteristics of the patient identified by the patient information and data characterizing the experiences of patients sharing one or more of the characteristics of the patient identified by the patient information with the identified treatments.

4. The method of claim 1, wherein the patient information includes clinical information.

5. The method of claim 4, wherein the clinical information includes condition status information.

6. The method of claim 5, wherein the condition status information includes an identification of one or more of the severity of the identified condition in the patient and the length of time that the patient has had the identified condition.

7. The method of claim 4, wherein the clinical information includes demographic information.

8. The method of claim 7, wherein the demographic information includes an identification of one or more of the gender of the patient, the race or ethnicity of the patient, the age of the patient, the height of the patient, the weight of the patient, the household income of the patient, the level of education achieved by the patient, the extent to which the patient'"'"'s job is physically demanding, and whether the patient is a medical professional.

9. The method of claim 4, wherein the clinical information includes one or more of a previous condition of the patient, a current condition of the patient, and allergies of the patient.

10. The method of claim 1, wherein the patient information includes non-clinical information.

11. The method of claim 10, wherein the non-clinical information includes treatment preference information.

12. The method of claim 11, wherein the treatment preference information includes an identification of one or more treatments that the patient is currently using or leaning towards using for the identified condition.

13. The method of claim 10, wherein the non-clinical information includes treatment value information.

14. The method of claim 13, wherein the treatment value information includes an identification of the extent to which the patient values one or more of treatment effectiveness, how quickly a treatment works, treatment cost, treatment popularity of the treatment, and the side effects of a treatment when choosing a treatment.

15. The method of claim 10, wherein the non-clinical information includes willingness information.

16. The method of claim 15, wherein the willingness information includes an identification of one or more of the extent to which the patient is willing to take prescription medications, the extent to which the patient is willing to use alternative medicine therapies, and the extent to which the patient is willing to undergo surgery or other invasive treatments.

17. The method of claim 10, wherein the non-clinical information includes information about one or more behaviors of the patient.

18. The method of claim 1, further comprising:

receiving a selection of a treatment from the remote device;

transmitting detail information about the selected treatment to the remote device.

19. The method of claim 18, wherein the detail information comprises one or more of a description of the selected treatment, the popularity of the selected treatment with patients that have used the selected treatment, the effectiveness of the selected treatment with patients that have used the selected treatment, clinical evidence of effectiveness of the selected treatment, potential side effects of the selected treatment, potential impacts on work of the selected treatment, speed of effectiveness of the selected treatment, out-of-pocket costs of the selected treatment, total costs of the selected treatment, and potential pain of the selected treatment.

20. The method of claim 1, further comprising:

comparing the initial rankings and the updated rankings to generate difference information; and

transmitting the difference information to the remote device.

21. The method of claim 1, wherein:

generating the updated rankings comprises determining the impact of each of the one or more characteristics of the patient identified in the patient information on the updated rankings relative to the initial rankings; and

transmitting the updated rankings comprises transmitting the determined relative impact of each of the one or more characteristics of the patient.

22. The method of claim 1, wherein generating the updated rankings comprises ranking the identified treatments from the identified treatment most likely to be a good match for the patient to the identified treatment least likely to be a good match for the patient based on the received patient information.

23. The method of claim 1, wherein:

the storage device has a database stored therein, and the database contains information about patients, conditions that the patients had or have, treatments used on the conditions that the patients had or have, outcomes of the treatments used on the conditions that the patients have or had, and one or more of clinical information about the patients and non-clinical information about the patients; and

generating the updated rankings comprises;

determining one or more similar patients who have had one or more of the identified treatments on the identified condition;

receiving, from the storage device, similar patient outcome information for the one or more of the identified treatments used on the identified condition for the similar patients; and

ranking the identified treatments based on the treatment information and the received similar patient outcome information.

24. The method of claim 23, wherein the similar patient outcome information includes one or more outcomes of one or more treatments of the identified treatments on the identified condition of the similar patients, and the generating the updated rankings comprises, for each outcome, weighting the outcome based upon the degree to which the one or more characteristics of the patient identified by the received patient information matches one or more characteristics of the similar patient of the similar patients having the outcome.

25. The method of claim 23, wherein generating the updated rankings comprises using a predictive matching algorithm to analyze the received patient information against the information contained in the database and to generate predictions of the likelihood that the patient will consider the outcome of each of the identified treatments successful.

26. The method of claim 23, wherein generating the updated rankings comprises generating, for each of the similar patients, a confidence level that the similar patient is representative of the patient based upon the degree to which the one or more characteristics of the patient identified by the received patient information matches one or more characteristics of the similar patient.

27. The method of claim 1, further comprising:

creating a profile for the patient including the received patient information, and

transmitting the profile to the storage device.

28. The method of claim 1, further comprising:

receiving additional patient information identifying one or more additional characteristics of the patient;

generating further updated rankings of the identified treatments based on the treatment information, the received patient information, and the received additional patient information; and

transmitting the further updated rankings to the remote device.

29. The method of claim 1, further comprising receiving an identification of one of a profile or sub-profile for the patient from the remote device, wherein the identified one of the profile or sub-profile for the patient is stored in the storage device and includes stored patient information identifying one or more characteristics of the patient.

30. The method of claim 29, further comprising receiving the stored patient information from the storage device.

31. The method of claim 30, wherein generating the initial rankings is based on the treatment information and the stored patient information.

32. The method of claim 30, wherein generating the updated rankings is based on the treatment information, the received patient information, and the stored patient information.

33. A computer system for recommending treatments, the computer system comprising:

a storage device;

a computer; and

a computer readable medium storing computer readable instructions executable by said computer whereby said computer is operative to;

receive an identification of a condition from a remote device;

receive an identification of treatments for the identified condition from the storage device;

receive treatment information about the identified treatments from the storage device, wherein the received treatment information includes one or more of an indication of the clinical effectiveness of the identified treatments, data characterizing patients'"'"' experiences with the identified treatments, cost information, and insurance coverage;

generate initial rankings of the identified treatments based on the treatment information;

transmit the initial rankings to the remote device;

receive patient information identifying one or more characteristics of a patient from the remote device;

generate updated rankings of the identified treatments based on the treatment information and the received patient information; and

transmit the updated rankings to the remote device.

34. A computer program product for recommending treatments, the computer program product comprising a non-transitory computer readable medium storing computer readable instructions, the instructions comprising:

instructions for receiving an identification of a condition from a remote device;

instructions for receiving an identification of treatments for the identified condition from the storage device;

instructions for receiving treatment information about the identified treatments from the storage device, wherein the received treatment information includes one or more of an indication of the clinical effectiveness of the identified treatments, data characterizing patients'"'"' experiences with the identified treatments, cost information, and insurance coverage;

instructions for generating initial rankings of the identified treatments based on the treatment information;

instructions for transmitting the initial rankings to the remote device;

instructions for receiving patient information identifying one or more characteristics of a patient from the remote device;

instructions for generating updated rankings of the identified treatments based on the treatment information and the received patient information; and

instructions for transmitting the updated rankings to the remote device.