Michael J. Prerau,Patrick L. Purdon,Emery N. Brown
申请号：
US15034246
公开号：
US20160324446A1
申请日:
2014.11.05
申请国别(地区):
US
年份:
2016
代理人:
摘要：
Systems and methods for identifying physiological states of a patient are provided. In one aspect, a method includes receiving a time-series of physiological data, and generating a multinomial regression model that includes regression parameters representing signatures of multiple neural states. The method also includes estimating probabilities for each of the neural states by applying the regression model to the time-series of physiological data, and identifying one of a current and future brain state of the patient using the estimated probabilities. The method further includes generating a report indicating a physiological state of the patient.
