Output details
11 - Computer Science and Informatics
Kingston University
Article title
An automatic approach for learning and tuning Gaussian interval type-2 fuzzy membership functions applied to lung CAD classification system
Type
D - Journal article
Title of journal
IEEE Transactions on Fuzzy Systems
Article number
-
Volume number
20
Issue number
2
First page of article
224
ISSN of journal
1063-6706
Year of publication
2012
Number of additional authors
5
Additional information
<28> In this study, the uncertainty in the subjective knowledge of experts, or of numerical information, has been modelled as a fuzzy type II system (IT2FLS) in the proposed Computer-Aided Diagnosis method, for the first time .A validation on a clinical dataset has been successfully carried out showing 30% improvement in the CT scans interpretation. The method has been integrated in a commercial application (see #2) and used in clinical practice.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
7
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
