Anesthesia Task Details

Toru Yanagawa

• Anesthesia Experiments

  ECoG05_anesthesia.mat and EEG05_anesthesia.mat

  Processing

  The data were processed in Matlab.

  • Band-pass filter

    4th order butter worth filter(Signal Processing Toolbox)

    Regression

    PCA+Linear regression(Statistics Toolbox)
    

    PCA was used as whitening.

    Model Estimation

    4-fold cross validation test

    It did NOT destroy the structure of time-series.

    Prediction rate

    Correlation coefficient between test data and predicted data

Cactail of ketamine and medetomidine Propofol Ketamine Medetomidine Natural Sleep