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

Claim 10:
11. A computer-implemented method for diagnosing a lysosomal storage disease, the method 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 the 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 to predict a probability of the lysosomal storage disease; and
based on the probability of the lysosomal storage disease, initiating an intervening action that includes at least a notification of the lysosomal storage disease and automatically triggering one or more EHR transactions to initiate diagnostic testing procedures.