Smart synthesizer system
Methods, systems, and apparatus, including computer programs encoded on computer storage media for generating a patient profile. One method includes generating a patient profile corresponding to a patient that comprises profile data items and profile data parameters. Generating a synthesized context-aware rendition of a patient summary from the profile data items and the profile data parameters. Mapping doctor specialties and data workflows in relation to the synthesized context-aware rendition of the patient summary.
1. A computer-implemented method comprising:
identifying profile fields of a patient profile;
identifying profile data items and profile data parameters for each profile field;
generating a synthesized context-aware rendition of a patient summary from the profile data items and the profile data parameters, wherein the generating includes:
determining a context of a patient, wherein the context includes at least one of a patient geographical location, a current season, or a patient travel history,
wherein the context of the patient is determined in real time based on data received from one or more devices, and
dynamically determining weighting assignments for the profile data items, and the profile fields in relation to the context;
populating the profile fields with the profile data items;
rendering, in real time, the synthesized context-aware rendition of the patient summary in a context-aware view including an interactive time-line view for a doctor-patient interaction, wherein only context relevant data is rendered;
capturing real-time data from the doctor-patient interaction; and
detecting patterns in the real-time data of the doctor-patient interaction to iteratively improve the rendering of synthesized context-aware renditions for doctor-patient interactions of patients with contexts that are similar to the context of the patient.
2. The computer-implemented method of claim 1 , further comprising:
in response to determining the weighting assignments in relation to the context, assigning weights to the profile data items, the profile data parameters, and knowledge/reference data items.
3. The computer-implemented method of claim 2 , wherein determining the weighting assignments is determined based on a frequency of use, a latest use, determination of various heat maps to understand usage and behavior, location, specialty, and current condition of the patient.
4. The computer-implemented method of claim 3 , further comprising:
generating the interactive time-line view for the doctor-patient interaction from an observation profile.
5. The computer-implemented method of claim 4 , wherein the observation profile changes in vitals, inputs, outputs in response to change in dosage of prescribed medicine, in response to change in filtering parameters for labs, vitals, and diagnostics.
6. The computer-implemented method of claim 1 , further comprising:
determining a location of a doctor corresponding to the patient profile assessing a smart synthesizer system, wherein factors in determining the location of the doctor include care settings, seasons, external conditions, and seriousness of the condition of the patient.
7. A system comprising:
one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:
identifying profile fields of a patient profile;
identifying profile data items and profile data parameters for each profile field;
generating a synthesized context-aware rendition of a patient summary from the profile data items and the profile data parameters, wherein the generating includes:
determining a context of a patient, wherein the context includes at least one of a patient geographical location, a current season, or a patient travel history,
wherein the context of the patient is determined in real time based on data received from one or more devices, and
dynamically determining weighting assignments for the profile data items, and the profile fields in relation to the context;
populating the profile fields with the profile data items;
rendering, in real time, the synthesized context-aware rendition of the patient summary in a context-aware view including an interactive time-line view for a doctor-patient interaction, wherein only context relevant data is rendered;
capturing real-time data from the doctor-patient interaction; and
detecting patterns in the real-time data of the doctor-patient interaction to iteratively improve the rendering of synthesized context-aware renditions for doctor-patient interactions of patients with contexts that are similar to the context of the patient.
8. The system of claim 7 , further comprising:
in response to determining the weighting assignments in relation to the context, assigning weights to the profile data items, the profile data parameters, and knowledge/reference data items.
9. The system of claim 8 , wherein determining the weighting assignments is determined based on a frequency of use, a latest use, determination of various heat maps to understand usage and behavior, location, specialty, and current condition of the patient.
10. The system of claim 9 , further comprising:
generating the interactive time-line view for the doctor-patient interaction from an observation profile.
11. The system of claim 10 , wherein the observation profile changes in vitals, inputs, outputs in response to change in dosage of prescribed medicine, in response to change in filtering parameters for labs, vitals, and diagnostics.
12. The system of claim 7 , further comprising:
determining a location of a doctor corresponding to the patient profile assessing a smart synthesizer system, wherein factors in determining the location of the doctor include care settings, seasons, external conditions, and seriousness of the condition of the patient.
13. A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:
identifying profile fields of a patient profile;
identifying profile data items and profile data parameters for each profile field;
generating a synthesized context-aware rendition of a patient summary from the profile data items and the profile data parameters, wherein the generating includes:
determining a context of a patient, wherein the context includes at least one of a patient geographical location, a current season, or a patient travel history,
wherein the context of the patient is determined in real time based on data received from one or more devices, and
dynamically determining weighting assignments for the profile data items, and the profile fields in relation to the context;
populating the profile fields with the profile data items;
rendering, in real time, the synthesized context-aware rendition of the patient summary in a context-aware view including an interactive time-line view for a doctor-patient interaction, wherein only context relevant data is rendered;
capturing real-time data from the doctor-patient interaction; and
detecting patterns in the real-time data of the doctor-patient interaction to iteratively improve the rendering of synthesized context-aware renditions for doctor-patient interactions of patients with contexts that are similar to the context of the patient.
14. The computer-readable medium of claim 13 , further comprising:
in response to determining the weighting assignments in relation to the context, assigning weights to the profile data items, the profile data parameters, and knowledge/reference data items.
15. The computer-readable medium of claim 14 , wherein determining the weighting assignments is determined based on a frequency of use, a latest use, determination of various heat maps to understand usage and behavior, location, specialty, and current condition of the patient.
16. The computer-readable medium of claim 15 , further comprising:
generating the interactive time-line view for the doctor-patient interaction from an observation profile.
17. The computer-readable medium of claim 16 , wherein the observation profile changes in vitals, inputs, outputs in response to change in dosage of prescribed medicine, in response to change in filtering parameters for labs, vitals, and diagnostics.
18. The computer-readable medium of claim 13 , further comprising:
determining a location of a doctor corresponding to the patient profile assessing a smart synthesizer system, wherein factors in determining the location of the doctor include care settings, seasons, external conditions, and seriousness of the condition of the patient.
19. The computer-readable medium of claim 13 , further comprising:
storing, in an information database, journal information relating to diseases and treatment plans for the diseases, and case studies' information relating to the disease and treatment plans.
20. The computer-readable medium of claim 17 , further comprising:
displaying, on the interactive time-line view, the changes in vitals, intake output, labs, or similar data in an empirical format and a predictive format.
21. The computer-readable medium of claim 13 , wherein the context includes the patient geographical location.
22. The computer-readable medium of claim 13 , wherein the weighting assignments are based on usage of the profile data items and the profile fields.
23. The computer-readable medium of claim 13 , wherein the one or more devices includes at least one of an Internet of Things (IoT) device, a wearable device, or other sensor.