Patent ID: 11903742
Assignee: AARCA RESEARCH, INC.
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 17:
18. The system as claimed in claim 1, wherein the measurement of the risk score for the dyslipidemia condition is performed using computational modals, and wherein generation of the computational models comprises:
calculating signal parameters for one or more signals associated with the arterial section of both a healthy subject and a dyslipidemia subject;
identifying a set of parameters that correlate to complications associated with the dyslipidemia condition using a principal component analysis on the calculated signal parameters;
determining patterns and differences among the parameters between the dyslipidemia and healthy subjects by using statistical methods and visualization; and
training the computing models by using machine learning units comprising clustering models, logistic regression, random forest, neural network model on the set of parameters.