Selected chapters of artificial intelligence in biomedical applications | Faculty of Technical Sciences

Subject: Selected chapters of artificial intelligence in biomedical applications (17.DBMI19)

Type of studies	Title
Doctoral Academic Studies	Biomedical Engineering (Year: 2, Semester: Winter)

General information:

Category	Scientific-professional
Scientific or art field	Biomedicinsko inženjerstvo
ECTS	10

Students should be acquainted with current literature and take part in active research work in artificial intelligence.

Neural Networks, Fuzzy Logic, Support Vector Machines. Part of the teaching activity on the subject is done through independent research and study work in the field of artificial intelligence, in biomedical applications. Research and study work includes active monitoring of primary research resources, organization and execution of experiments, numerical simulations, optional writing a paper on artificial intelligence in biomedical applications.

Lectures and consultations. Research and study work.

Authors	Title	Year	Publisher	Language
Vojislav Kecman	Learning and Soft Computing:SVM, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)	2001	The MIT Press	English
Ross, T.J.	Fuzzy logic with engineering applications	2004	John Wiley & Sons, Chichester	English
Barro, S., Marin, R.	Fuzzy logic in medicine	2002	Physica-Verlag, Heidelberg	English
Ross, T.J.	Fuzzy logic with engineering applications	2004	John Wiley & Sons, Chichester	English
Klir, G.J., Yuan, B.	Fuzzy Sets and Fuzzy Logic: Theory and Applications	1995	Prentice Hall, Upper Saddle River, New Jersey	English
Hudson, D. L., Cohen, M. E.	Neural Networks and Artificial Intelligence for Biomedical Engineering	2000	IEEE Press	English
Arvin Agah	Medical applications of artificial intelligence	2014	CRC PressTaylor & Francis Group	English
Barro, S., Marin, R.	Fuzzy Logic in Medicine	2002	Physica-Verlag, Heidelberg	English