Patent ID: 11923056
Assignee: CERNER INNOVATION, INC.
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 0:
1. One or more non-transitory media having instructions embodied thereon that, when executed by a computer, enable operations for facilitating clinical decision making, the operations comprising:
creating a target patient data frame based on patient information about a target patient obtained using at least one clinician interface;
generating a timeseries for the target patient based on the target patient data frame, the timeseries for the target patient including one or more patient case or patient care complexity indicators;
determining, based on the timeseries for the target patient, at least one patient condition trajectory;
automatically matching the at least one patient condition trajectory to a reference set of clinical event sequences, the matching accomplished in part by determining a set of timeseries trajectory clusters by:
performing a database scan that uses a sparse-matrix approach to decompose an original search lattice into sub-lattices that are processed independently in distributed memory to generate the set of timeseries trajectory clusters,
wherein:
the database scan occurs on one or more data stores; and
the one or more data stores are distributed across multiple physical locations;

computing and applying a multi-cluster model; and
extracting one or more cluster assignments; and

automatically recommending, using the at least one clinician interface, a condition intervention to mitigate a clinical condition based on the reference set of clinical event sequences including an inter-event pattern.