Patent ID: 11923048
Assignee: CERNER INNOVATION, INC.
Field: Measurement (Instruments)
Classification: CPC G | IPC G

Claim 15:
16. One or more non-transitory media having instructions that, when executed by one or more processors, cause a plurality of operations, the operations comprising:
generating a lysosomal storage prediction model, wherein the lysosomal storage prediction model is generated from training a Support Vector Machine (SVM) based on health information for a biomarker pattern indicative of a lysosomal storage disease, the heath information extracted from an electronic health record (EHR);
identifying a candidate EHR;
receiving variable inputs from the candidate EHR based on the biomarker pattern;
utilizing the lysosomal storage prediction model, predict a probability of the lysosomal storage disease; and
based on the probability of the lysosomal storage disease, initiating an intervening action and automatically triggering one or more EHR transactions to initiate diagnostic testing procedures.