Patent ID: 11972872
Assignee: CERNER INNOVATION, INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 0:
1. A non-transitory computer-readable media having computer-executable instructions embodied thereon that when executed, facilitate a method for periodically monitoring at least one patient, the method comprising:
collecting a set of physiological data of a patient, wherein the set of physiological data comprises a set of data points collected at a plurality of data measurement times by one or more physiologic sensors, and wherein each data point of the set of data points includes a corresponding date-time stamp;
generating a time series using the set of data points of the set of physiological data of the patient collected from the one or more physiologic sensors;
identifying a portion of the time series that is useable for computing one or more forecasted values associated with variables for the set of physiological data at a future time based on the generated time series;
determining, using one or more evolutionary algorithms, whether the one or more forecasted values are outside a control limit range associated with variables for the set of physiological data, the one or more evolutionary algorithms including at least one of particle swarm optimization, differential evolution, or Hankel matrix, the one or more evolutionary algorithms are to solve for a most probable forecasted value for the one or more forecasted values,
wherein the particle swarm optimization generates predicted physiologic parameters for the set of physiological data by generating a plurality swarms of the time series, each swarm exhibiting a tendency toward a global outcome for minimizing an objective function; and
issuing an alert on a user interface, wherein the alert indicates that the at least one patient is forecasted to deteriorate or improve.