Patent ID: 11857293
Assignee: nan
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 24:
25. The method of claim 17, further comprising correlating the physiological data of the test subject to the respective physiological state, wherein correlating the physiological data of the test subject with the physiological state of the test subject comprises:
identifying a most predictive set of signals Sk out of a set of signals s1, s2, . . . , sD for each of one or more outcomes ok, wherein the most-predictive set of signals Sk corresponds to a first data set representing a first physiological parameter of the physiological data of the test subject, and wherein each of the one or more outcomes ok represents a physiological state measurement of the one or more physiological states respectively;
autonomously learning a set of probabilistic predictive models ôk=Mk(Sk), where ôk is a prediction of outcome ok derived from a model Mk that uses as inputs values obtained from the set of signals Sk; and
repeating the operation of autonomously learning incrementally from data that contains examples of values of signals s1, s2, . . . , sD and corresponding outcomes o1, o2, . . . , oK.