Course Description

ΕΠΙ7 - Intelligent Medical Systems
Code:	ΕΠΙ7
Title Course:	Intelligent Medical Systems
Semester:	3rd
Category:	ELECTIVE (Medical Informatics)
Lecture hours:	3
Instructor:	Maroulis (NKUA)
Course web page:	http://eclass.uoa.gr/courses/D459/
Course Description:
Introduction to intelligent systems: motivation, problem solving, definitions, clinical data. Expert systems. Methods to cope for missing medical data. Statistical learning theory and machine learning. Feature extraction and selection in medical data. Clustering. Fuzzy representation of medical parameters. Optimization heuristics and genetic algorithms. Medical decision support systems. Evaluation of intelligent medical systems, ROC curves. Applications. [Previous page]