Guia docente 2022_23 Escola de Enxeñaría Industrial

Contents

Topic	Sub-topic
Biomedical signals	Electroencephalogram. Electromyogram. Electrocardiogram. Other biomedical signals
Biomedical signal processing techniques	Introduction to spectral analysis. Power spectral density. Model-based parametric methods. Subspace-based methods for spectral analysis. Time-frequency analysis
Feature extraction and dimension reduction	Feature extraction methods Dimension reduction/feature selection methods. Electrocardiogram pre-processing.
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