Conference Proceeding

Type 2 fuzzy representations of lung scans to predict pulmonary emboli

Dept. of Comput. Sci., De Montfort Univ., Leicester
08/2001; DOI:10.1109/NAFIPS.2001.944357 ISBN: 0-7803-7078-3 pp.1902 - 1907 vol.4 In proceeding of: IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th, Volume: 4
Source: IEEE Xplore

ABSTRACT In this paper we describe the exploratory use of Type 2 fuzzy sets
to represent the perceptions of lung scan images by experts in order to
predict pulmonary emboli using Type 2 fuzzy relations. We used a GA to
find suitable parameters for the fuzzy sets so that good classification
was achieved. We present preliminary results with a limited data set
demonstrating the potential power of the approach

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Keywords

experts
 
good classification
 
limited data
 
pulmonary emboli
 
suitable parameters
 
Type 2 fuzzy relations
 
Type 2 fuzzy sets
 

P.R. Innocent