Biomedical signal processing techniques |
Introduction to spectral analysis. Power spectral density. Model-based parametric methods. Subspace-based methods for spectral analysis. Time-frequency analysis |
Biomedical signal classification methods |
Performance evaluation metrics. Linear discriminant analysis. Naïve Bayes. K-Nearest Neighbour. Artificial Neural Networks. Support Vector Machines. Decision Trees. Deep Learning |