Biosignal and medical image processing

Course ID   MSC04

Semester   B

Type   Compulsory

The course of Biosignal and medical image processing aims in introducing representation methods and biosignal analysis processing and medical imaging. Includes issues that include sampling and biosignal analysis creation and medical images, traditional methods of signal processing, as well as modern methods of analysis with the techniques of deep learning. 


Medical signal and image creation and sampling

Representation standards and signals and images storage

Signal and image data processing 

Convolution and filters

Convolutional Neural Networks (CNNs) and representation learning

CNNs for medical image processing

CNNs for processing biosignal analysis

Case studies and applications