| CPC G16H 50/70 (2018.01) [G06F 40/20 (2020.01); G08B 21/182 (2013.01)] | 20 Claims |
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1. A system, comprising:
a memory that stores computer executable components; and
a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise:
a reception component that:
intercepts a live data comprising medical information identifying clinical events for one or more patients prior to processing of the medical information by a clinical application, wherein the live data stream aggregates the medical information as sent to the system from a plurality of different clinical data information systems;
records reception times of the clinical events as received by the system within the live data stream; and
identifies different event types of the clinical events; and
a detection component that, for each event type of the different event types:
determines time differences between the reception times of respective ones of the clinical events corresponding to the event type;
estimates respective probabilities that the time differences are expected using a time-to-event model tailored to the event type included amongst a plurality of different time-to-event models tailored to the different event types;
detects whether a data failure event associated with the event type has occurred based on the respective probabilities relative to a threshold probability; and
controls the processing of the medical information by the clinical application based on a detection that the data failure event associated with the event type has occurred.
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