Contextual assessment of current conditions
In some examples, systems, methods, and devices are described that generate contextual suggestions for patients. Generation of the contextual suggestions is triggered by certain events performed by a medical professional with respect to a patient (e.g., updating a patient record). The contextual suggestions are related to addressing health conditions of the patient and represent tasks or considerations which the medical professional should be made aware. The contextual suggestions are generated in a way that is considerate of patient context, medical professional context, and contexts of similar patients. The contextual suggestions can be presented to the medical professional for selection and execution.
1. A system comprising:
memory storing computer-executable instructions; and
one or more processing devices in communication with the memory, the one or more processing devices configured to execute the computer-executable instructions to perform operations comprising:
aggregating data from a plurality of data sources based at least in part on:
receiving a first set of one or more communications via a network from a first set of one or more devices, the first set of one or more devices corresponding to one or more client devices and/or one or more other devices corresponding to generation components;
for each communication of the first set of one or more communications:
processing the communication to identify a digital identifier mapped to the first set of one or more communications, the digital identifier corresponding to a particular entity; and
selecting and storing a data portion from the communication;
wherein the aggregated data is store in data storage;
accessing the data storage to identify a set of one or more specifications of one or more tasks mapped to the particular entity;
processing the set of one or more specifications of the one or more tasks mapped to the particular entity and determining, based at least in part on the set of one or more specifications of the one or more tasks, a set of one or more forms; and
tailoring at least one user interface of the one or more user interfaces to the particular entity with interface elements to select system-suggested content corresponding to the set of one or more forms, and controlling serving of content via the network to facilitate the at least one user interface, where the controlling the serving of the content facilitates presentation of the interface elements to select the system-suggested content to have the set of one or more forms pre-populated while not presenting protected information to users that are not authorized to access the protected information.
2. The system as recited in claim 1 , wherein the set of one or more forms is a precondition to fulfilment of the one or more tasks.
3. The system as recited in claim 2 , the operations further comprising:
consequent to selection of the system-suggested content, pre-populating the set of one or more forms using at least some of the aggregated data.
4. The system as recited in claim 3 , the operations further comprising:
facilitating presentation of an indication of the pre-populated set of one or more forms via at least one user interface of the one or more user interfaces while not presenting the protected information to users that are not authorized to access the protected information.
5. The system as recited in claim 4 , wherein the aggregated data comprises the protected information.
6. The system as recited in claim 5 , the operations further comprising:
anonymizing or partially anonymizing at least some of the aggregated data.
7. One or more non-transitory, machine-readable storage devices for storing computer-executable instructions that, when executed by one or more processing devices, cause the one or more processing devices to perform operations comprising:
aggregating data from a plurality of data sources based at least in part on:
receiving a first set of one or more communications via a network from a first set of one or more devices, the first set of one or more devices corresponding to one or more client devices and/or one or more other devices corresponding to generation components;
for each communication of the first set of one or more communications:
processing the communication to identify a digital identifier mapped to the first set of one or more communications, the digital identifier corresponding to a particular entity; and
selecting and storing a data portion from the communication;
wherein the aggregated data is store in data storage;
accessing the data storage to identify a set of one or more specifications of one or more tasks mapped to the particular entity;
processing the set of one or more specifications of the one or more tasks mapped to the particular entity and determining, based at least in part on the set of one or more specifications of the one or more tasks, a set of one or more forms; and
tailoring at least one user interface of the one or more user interfaces to the particular entity with interface elements to select system-suggested content corresponding to the set of one or more forms, and controlling serving of content via the network to facilitate the at least one user interface, where the controlling the serving of the content facilitates presentation of the interface elements to select the system-suggested content to have the set of one or more forms pre-populated while not presenting protected information to users that are not authorized to access the protected information.
8. The one or more non-transitory, machine-readable storage devices as recited in claim 7 , wherein the set of one or more forms is a precondition to fulfilment of the one or more tasks.
9. The one or more non-transitory, machine-readable storage devices as recited in claim 8 , the operations further comprising:
consequent to selection of the system-suggested content, pre-populating the set of one or more forms using at least some of the aggregated data.
10. The one or more non-transitory, machine-readable storage devices as recited in claim 9 , the operations further comprising:
facilitating presentation of an indication of the pre-populated set of one or more forms via at least one user interface of the one or more user interfaces while not presenting the protected information to users that are not authorized to access the protected information.
11. The one or more non-transitory, machine-readable storage devices as recited in claim 10 , wherein the aggregated data comprises the protected information.
12. The one or more non-transitory, machine-readable storage devices as recited in claim 11 , the operations further comprising:
anonymizing or partially anonymizing at least some of the aggregated data.
13. A method comprising:
aggregating data from a plurality of data sources based at least in part on:
receiving a first set of one or more communications via a network from a first set of one or more devices, the first set of one or more devices corresponding to one or more client devices and/or one or more other devices corresponding to generation components;
for each communication of the first set of one or more communications:
processing the communication to identify a digital identifier mapped to the first set of one or more communications, the digital identifier corresponding to a particular entity; and
selecting and storing a data portion from the communication;
wherein the aggregated data is store in data storage;
accessing the data storage to identify a set of one or more specifications of one or more tasks mapped to the particular entity;
processing the set of one or more specifications of the one or more tasks mapped to the particular entity and determining, based at least in part on the set of one or more specifications of the one or more tasks, a set of one or more forms; and
tailoring at least one user interface of the one or more user interfaces to the particular entity with interface elements to select system-suggested content corresponding to the set of one or more forms, and controlling serving of content via the network to facilitate the at least one user interface, where the controlling the serving of the content facilitates presentation of the interface elements to select the system-suggested content to have the set of one or more forms pre-populated while not presenting protected information to users that are not authorized to access the protected information.
14. The method as recited in claim 13 , wherein the set of one or more forms is a precondition to fulfilment of the one or more tasks.
15. The method as recited in claim 14 , further comprising:
consequent to selection of the system-suggested content, pre-populating the set of one or more forms using at least some of the aggregated data.
16. The method as recited in claim 15 , further comprising:
facilitating presentation of an indication of the pre-populated set of one or more forms via at least one user interface of the one or more user interfaces while not presenting the protected information to users that are not authorized to access the protected information.
17. The method as recited in claim 13 , further comprising:
receiving electronic inputs including entity data that is for a member of a network and relates to a diagnostic procedure performed on the member;
querying a database of trigger data for a trigger value demarking a threshold for determining whether to provide a procedure;
determining whether the entity data includes data relevant to the trigger value;
comparing the entity data to the trigger value to determine whether the entity data for the member indicates a potential procedure need; and
identifying the member for the potential procedure.
18. The method as recited in claim 13 , further comprising:
accessing a case data store that includes a plurality of cases;
identifying a first set of cases from amongst the plurality of cases, each case of the first set of cases being associated with a first time period;
identifying a second set of cases from amongst the plurality of cases, each case of the second set of cases being associated with a second time period; and
generating population result statistics for the first set and the second set based on a result variable in at least some of the cases.
19. The method as recited in claim 13 , further comprising:
maintaining at least one entity requirement associated with a user;
receiving a request to present information to the user;
determining, based at least in part on the received request, at least one entity datum relevant to the user;
formatting the at least one entity datum in accordance with the at least one entity requirement; and
presenting, on a display device, the formatted at least one entity datum to the user.
20. The method as recited in claim 13 , further comprising:
receiving a protocol comprising a set of actions;
receiving a wireless signal carrying information corresponding to an entity;
detecting, based on the wireless signal, identification data and location data corresponding to the entity;
for each action of the set of actions, performing one or both of:
determining based on an identity and a location of the entity that the action was performed; and
receiving user input indicating that the action was performed; and
generating an output indicating that the protocol was performed.