Topics Covered

Dynamic medical signals: electrocardiogram, electroencephalogram, electromyogram. Detailed analyses of electromedical signals: waveform, origin, interpretation and significance. Linear and nonlinear parametric modeling: autoregressive (AR), moving average (MA), autoregressive moving average (ARMA), bilinear models. Nonlinear nonparametric modeling: neural network, fractal and chaos based models. Software based medical signal detection and pattern recognition. Medical image analysis and compression. On-line monitoring and diagnosis.