Intelligent integration, analysis, and presentation of notifications in mobile health systems
Systems and methods can support managing clinical alerts presented to clinical care users. An integration management system can maintain models of clinical alert events in the context of user behaviors and in the context of patients. Alarm indications associated with the patient may be received along with context information associated with the patient. Patient information may be received from an electronic medical record system. Integrated decision processing can integrate two or more of the alarm indication, the models of clinical alert events, the patient context, and the information from the electronic medical record system. The integrated decision processing can determine if a clinical alert is to be generated, what type, and to whom. The clinical alert can be transmitted to a target user. A response can be received and interpreted. Information associated with the patient may be updated into the electronic medical record system.
1. A computer-implemented method for managing clinical alerts presented to clinical care users, comprising:
maintaining, in association with an integration management system, models of clinical alert events in the context of behaviors associated with one or more clinical care users;
maintaining, in association with the integration management system, models of clinical alert events in the context of a patient;
receiving, at the integration management system, an alarm indication from a medical device associated with the patient;
receiving, at the integration management system, patient context information associated with the patient;
receiving, at the integration management system, information associated with the patient from an electronic medical record system;
performing, by the integration management system, integrated decision processing, wherein the integrated decision processing integrates two or more of the alarm indication, the models of clinical alert events, the patient context information, and the information from the electronic medical record system;
applying, by the integration management system, the integrated decision processing to determine if a clinical alert is to be generated;
applying, by the integration management system, the integrated decision processing to determine a target user from among the one or more clinical care users;
applying, by the integration management system, the integrated decision processing to determine what type of clinical alert should be presented to the target user;
transmitting, from the integration management system, the determined clinical alert to a mobile device associated with the target user over a digital communications network in response to determining if the clinical alert is to be generated;
receiving, at the integration management system, a response to the transmitted clinical alert from the mobile device associated with the target user;
interpreting, at the integration management system, the received response to the transmitted clinical alert; and
updating, by the integration management system, information associated with the patient into the electronic medical records system based upon the transmitted clinical alert and the response to the transmitted clinical alert.
2. The computer-implemented method of claim 1 , wherein the integrated decision processing comprises integrative data analytics.
3. The computer-implemented method of claim 1 , wherein the integrated decision processing comprises integrative event prediction.
4. The computer-implemented method of claim 1 , wherein the alarm indication is received from a medical device associated with the patient, and the system associated with the target user comprises a mobile computing device.
5. The computer-implemented method of claim 1 , wherein the integrated decision processing to determine if the clinical alert is to be generated is operable to reduce alert fatigue.
6. The computer-implemented method of claim 1 , further comprising updating information to a patient dashboard.
7. The computer-implemented method of claim 1 , wherein integrated decision processing leverages a rule implementation system.
8. The computer-implemented method of claim 1 , wherein integrated decision processing comprises application of a complex event handler comprising a rule implementation system and an event log.
9. The computer-implemented method of claim 1 , wherein integrated decision processing leverages a rule implementation system comprising a graph database.
10. The computer-implemented method of claim 1 , further comprising receiving information associated with one or more categories of patients from the electronic medical record system.
11. A clinical alert generation system, comprising:
one or more processing units, and one or more processing modules, wherein the clinical alert generation system is configured by the one or more processing modules to:
maintain models of clinical alert events in the context of behaviors associated with one or more clinical care users;
maintain models of clinical alert events in the context of a patient;
receive an alarm indication from a medical device associated with the patient;
receive patient context information associated with the patient;
receive information associated with the patient from an electronic medical record system;
perform integrated decision processing, wherein the integrated decision processing integrates two or more of the alarm indication, the models of clinical alert events, the patient context information, and the information from the electronic medical record system;
apply the integrated decision processing to determine if a clinical alert is to be generated;
apply the integrated decision processing to determine a target user from among the one or more clinical care users;
transmit the clinical alert to a mobile device associated with the target user over a digital communications network in response to determining if the clinical alert is to be generated;
receive, from the mobile device associated with the target user, a response to the transmitted clinical alert;
interpret the received response to the transmitted clinical alert; and
update information associated with the patient into the electronic medical record system based upon the transmitted clinical alert and the response to the transmitted clinical alert.
12. The clinical alert generation system of claim 11 , wherein the integrated decision processing comprises integrative data analytics.
13. The clinical alert generation system of claim 11 , wherein the integrated decision processing comprises integrative event prediction.
14. The clinical alert generation system of claim 11 , wherein the alarm indication is received from a medical device associated with the patient, and the system associated with the target user comprises a mobile computing device.
15. The clinical alert generation system of claim 11 , wherein the determining if the clinical alert is to be generated is operable to reduce alert fatigue.
16. The medical alarm management system of claim 11 , wherein the clinical alert generation system is further configured by the one or more processing modules to update information to a patient dashboard.
17. The clinical alert generation system of claim 11 , wherein integrated decision processing comprises application of a complex event handler comprising a rule implementation system and an event log.
18. The clinical alert generation system of claim 11 , wherein integrated decision processing leverages a rule implementation system comprising a graph database.
19. The clinical alert generation system of claim 11 , wherein the clinical alert generation system is further configured by the one or more processing modules to receive information associated with one or more categories of patients from the electronic medical record system.
20. A computer program product, comprising:
a non-transitory computer-readable storage medium having computer-readable program code embodied therein that, when executed by one or more computing devices, perform a method comprising:
maintaining models of clinical alert events in the context of behaviors associated with one or more clinical care users;
maintaining models of clinical alert events in the context of a patient;
receiving an alarm indication from a medical device associated with the patient;
receiving patient context information associated with the patient;
receiving information associated with the patient from an electronic medical record system;
performing integrated decision processing, wherein the integrated decision processing integrates two or more of the alarm indication, the models of clinical alert events, the patient context information, and the information from the electronic medical record system;
applying the integrated decision processing to determine if a clinical alert is to be generated;
applying the integrated decision processing to determine a target user from among the one or more clinical care users;
applying the integrated decision processing to determine what type of clinical alert should be presented to the target user;
transmitting the determined clinical alert to a mobile device associated with the target user over a digital communications network in response to determining if the clinical alert is to be generated;
receiving, from the mobile device associated with the target user, a response to the transmitted clinical alert; and
updating information associated with the patient into the electronic medical records system based upon the transmitted clinical alert and the response to the transmitted clinical alert.