Abstract: This disclosure relates to the processing of data streams. More specifically, application of particular protocols to a stream and a detection analysis facilitate a selective, reliable and efficient transmission of pertinent stream data to destination addresses.

Abstract: A method and system for initiating message listening and routing message content to authorized user devices is disclosed. For a second user device to receive notifications regarding records of a first user, the second user device provides information identifying the first user to a notification service. The notification service verifies the identifying information. The notification service initiates one or more listeners to listen for messages flowing over a messaging bus that are relating to the first user. Once a message is identified, at least a portion of the message is used to generate a notification that may be sent to the second user device.

Abstract: A method for assessing completion of events in a network environment is provided. The method includes receiving a first event vector, generating a second event vector, machine matching the first event vector to the second event vector, and generating an output that includes a variable indicating whether an event corresponding to the first event vector is complete. If each of a plurality of first nodes of the first event vector matches a corresponding one of a plurality of the second nodes of the second event vector, the variable indicates that the event corresponding to the first event vector is complete. If at least one of the plurality of the first nodes of the first event vector is mismatched with the corresponding one of the plurality of the second nodes of the second event vector, the variable indicates that the event corresponding to the first event vector is incomplete.

Abstract: In some examples, a data stream processing system is provided for processing data streams so as to extract and transmit pertinent information from the data streams to devices or systems. More specifically, the data stream processing system can facilitate a selective, reliable and efficient processing of data elements within the data streams.

Abstract: Methods and systems disclosed herein relate generally to constructing graph models to represent constraints corresponding to various investigatory events and navigating the graph models to identify populations for the investigatory events.

Abstract: Methods and systems disclosed herein relate generally to using graph structures and parent-child node configurations to facilitate data integration across corresponding investigatory events.

Abstract: In some examples, user models are generated to represent experience of users with respect to their roles. Models that represent conditions are also generated. As part of generating a support element for a particular user, a triggering event is detected (e.g., an update to a user record), a condition is identified, a condition model and a user model are compared to identify a condition preparedness score. This score is used to generate the support element, which is shared with a user device of the user.

Abstract: Systems, methods, and machine-readable media are provided to facilitate controllable parameter modification of system components based on monitoring indicators of a caliber of process performance. A set of cases is identified from amongst the plurality of cases, the set of cases having similar temporal identifiers and a same type of process performance. A population check-point statistic is generated based on the check-point indicators identified in the set of cases. A first result that indicates whether a first criterion is met is determined based on the population check-point statistic. A second result that indicates whether a second criterion is met is determined based on a check-point indicator. When the first criterion or the second criterion is not met, one or more transmissions are to alert a remote device and to facilitate causing a system component to make a change to a controllable parameter to influence a corresponding check-point.

Abstract: In some examples, a randomization searching engine is described that enables randomized searching and recommendation of authorized user profiles. The randomization searching engine implements a search routine that identifies search results by prioritizing authorized user profiles, bucketizing authorized user profiles, categorizing authorized user profiles results, collating authorized user profiles, and generating a set of search results.

Abstract: Systems, non-transitory computer-readable media, and computer-implemented methods are provided for using location data of discharge vehicles for management of distributions of task assignments. Systems, non-transitory computer-readable media, and computer-implemented methods are provided for collecting task specifications and identifying appropriate task-performing resources. Systems, non-transitory computer-readable media, and computer-implemented methods are provided for using location data of discharge vehicles for electronically adjusting scheduled tasks. Systems, non-transitory computer-readable media, and computer-implemented methods are provided for assigning tasks based on empirical performance assessments of resource-allocation systems.

Abstract: 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.

Abstract: Systems, methods, and machine-readable media for process-performing resources and process specifications particularized to loads are provided. A provisional electronic composite for a load may be created. A type of process-performing resource may be identified. Performance data may be accessed to identify a process-performance duration that corresponds to a process type, the type of process-performing resource, process-performance locations, and process-performance times. A process-assignment duration may be defined, and an availability of a process-performing resource may be detected. A performance time may be determined based on the availability of the process-performing resource. Instruction to perform the process at the performance time may transmitted to at least one resource-controlling device. The provisional electronic composite for the load may be modified based on the performance time and the instruction to form an updated electronic composite.

Abstract: In some examples, a documentation service is provided in which documentation may be entered and process actions presented. The process actions can be determined by processing the documentation using a natural language processing technique and suggested to a professional user for performance or validation.

Abstract: A transaction management platform is provided that is configured to perform end-to-end tracking of transactions including messages. Message tracking information is used to identify anomalies at certain nodes in a network. For example, if too many or too few messages are passing through a node as compared to historical values, an anomaly event may be logged as anomaly and a graphical diagram may be updated.

Abstract: A quality of medical care can be estimated based on factors such as a mortality rate or complications rate. However, by this point, poor care may have already reached its consequence. In some embodiments, characteristics pertaining to a care experience are analyzed to identify those predictive of a health result. The identified characteristics may include ones that depend on care factors, such that they are not, alone, easy to manipulate. Those characteristics can then be monitored, and unsatisfactory characteristics can be addressed.

Abstract: A transaction management platform is provided that is configured to perform end-to-end tracking of transactions including messages. The messages are tracked using unique message identifiers that are generated and associated with messages. The unique message identifiers operate as pointers to allow the transaction management platform to monitor the messages. The transaction management platform also includes a plurality of engines and/or services to enable generation of a variety of different graphical diagrams. The graphical diagrams illustrate features such as, for example, component health, message volume, reconciliation, and other similar features.

Abstract: A method and system for segmenting a network including a plurality of hosts is disclosed. In an example embodiment, the network is a provider network. The method receives network activity information describing network traffic between hosts of the plurality. The method generates observations from the network activity information and organizes the observations into clusters. The method determines a profile for each cluster that corresponds to a potential system type implemented by one or more of the hosts of the medical provider network. The method determines segments within the provider network based on the profiled system types.

Abstract: A transaction management platform is provided that is configured to perform end-to-end tracking of transactions including messages. The messages may be tracked using universal message identifiers that are generated and associated with messages. The universal message identifiers are generated based on a message list received from a source node. A predicted path is determined for each message based on a message type for each message. The movements of a particular message are tracked by sending queries requesting message statuses to each node within the particular message's predicted path. A record associated with the particular message is updated after receiving query responses.

Abstract: In some examples, a service-based system for managing message routing and customization is provided. The service-based system includes an information exchange service bus and an information exchange engine. The system is configured to manage inbound and outbound messages. The system is also configured to tailor messages based on source entities, destination entities, and other users such as dependent users.

Abstract: Systems and methods for enabling delivery of deidentified production data are described. The production data can include a set of alias records, which include deidentified data, and can be generated from corresponding real records of actual users. Enabling delivery of deidentified production data can include fulfilling production data requests via a production data feed, a bulk request, or other suitable delivery technique.