Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Application of artificial intelligence techniques in biomedical engineering (17.BMIM3B)

Native organizations units: Sub-department for Automatic Control and Systems Engineering

Type of studies	Title
Master Academic Studies	Biomedical Engineering (Year: 1, Semester: Winter)
Master Academic Studies	Computing and Control Engineering (Year: 1, Semester: Winter)

General information:

Category	Theoretical-methodological
Scientific or art field	Biomedicinsko inženjerstvo Automatic Control and System Engineering
ECTS	6

Students get theoretical and practical knowledge necessary for application of artificial intelligence techniques in biomedical engineering.

- knowledge about artificial intelligence techniques; - knowledge about the applications of machine learning techniques for modelling the nonlinear processes in human body.

Foundations of Computer-Assisted Decision Making. Reasoning Methodologies. The applications of machine learning techniques (neural networks, support vector machines, fuzzy logic etc.) for modelling the nonlinear processes in human body. Data preprocessing and selection. Choice of the model structure (static, dynamic, model order selection). Model validation.

Lectures. Computer practice. Consultations.