Patent ID: 11918352
Assignee: ISBRG CORP.
Field: Medical technology (Instruments)
Classification: CPC A | IPC A

Claim 13:
14. The method of claim 10, wherein in the step of analyzing (step g), the biochemical profile and the at least one physiological parameter used to determine the physiological state of interest in the subject are determined by processing a plurality of data sets obtained from a plurality of subjects, each data set derived from the biochemical profile and at least one physiological parameter, cross validating the plurality of data sets, and training at least one deep neural network, support vector machine, convolutional neural network, and generalized additive model, to develop a model comprising at least one algorithm used to identify sets of analytes associated with the status of the physiological state of interest, and the model is used to analyze the biochemical profile and the at least one physiological parameter of the subject to determine the physiological state of interest in the subject.