Throughout the lectures, we will encounter the following topics: biomedical signal genesis; signal representation; signal decomposition; source separation; AR estimation; Fourier analysis; frequency-time analysis; wavelets; sparse decomposition; data fusion; classification; non-stationary signals. Examples of signal modalities we will consider: pulse oximetry, phonocardiography, ECG, EEG.
For more information, please download the teaching guide HERE.