Title
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps.
Abstract
Radiation therapy decision-making is a complex process that has to take into consideration a variety of interrelated functions. Many fuzzy factors that must be considered in the calculation of the appropriate dose increase the complexity of the decision-making problem. A novel approach introduces fuzzy cognitive maps (FCMs) as the computational modeling method, which tackles the complexity and all...
Year
DOI
Venue
2003
10.1109/TBME.2003.819845
IEEE Transactions on Biomedical Engineering
Keywords
Field
DocType
Hierarchical systems,Decision making,Biomedical applications of radiation,Fuzzy cognitive maps,Cancer,Medical treatment,Optimization methods,Computational modeling,Neoplasms,Robotics and automation
Supervisor,Hierarchical control system,Computer science,Fuzzy cognitive map,Fuzzy logic,Decision support system,Dosimetry,Electronic engineering,Artificial intelligence,Soft computing,Machine learning,Computational complexity theory
Journal
Volume
Issue
ISSN
50
12
0018-9294
Citations 
PageRank 
References 
58
3.56
1
Authors
3
Name
Order
Citations
PageRank
E. I. Papageorgiou11097.67
Chrysostomos D. Stylios264952.33
P. P. Groumpos324614.83