Courses – Fakultet tehničkih nauka u Novom Sadu

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

Native organizations units: No data

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

General information:

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

Educational goal:

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

Educational outcome:

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

Course content:

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.

Teaching methods:

Lectures and consultations. Research and study work.

Literature:

Authors	Title	Year	Publisher	Language
Barro, S., Marin, R.	Fuzzy logic in medicine	2002	Physica-Verlag, Heidelberg	English
Klir, G.J., Yuan, B.	Fuzzy Sets and Fuzzy Logic: Theory and Applications	1995	Prentice Hall, Upper Saddle River, New Jersey	English
Vojislav Kecman	Learning and Soft Computing:SVM, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)	2001	The MIT Press
Barro, S., Marin, R.	Fuzzy Logic in Medicine	2002	Physica-Verlag, Heidelberg	English
Vojislav Kecman	Learning and Soft Computing:SVM, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)	2001	The MIT Press	English
Hudson, D. L., Cohen, M. E.	Neural Networks and Artificial Intelligence for Biomedical Engineering	2000	IEEE Press	English
Ross, T.J.	Fuzzy logic with engineering applications	2004	John Wiley & Sons, Chichester	English
grupa autora	selektovani članci iz časopisa	2019
grupa autora	selektovani članci iz časopisa	2019		Serbian language
Te-Ming Huang, Vojislav Kecman, Ivica Kopriva	Kernel Based Algorithms for Mining Huge Data Sets	2006	Springer
Kishan Mehrotra,Chilukuri K.Mohan, Sanjay Ranka	Elements of Artificial Neural Networks	1996	The MIT Press
Arvin Agah	Medical applications of artificial intelligence	2014	CRC PressTaylor & Francis Group	English
Ross, T.J.	Fuzzy logic with engineering applications	2004	John Wiley & Sons, Chichester	English