TITLE

KARAR AĞAÇLARI VE FRAKTAL ANALİZ KULLANARAK HİSTOPATOLOJİK İMGELERİN SINIFLANDIRILMASI

AUTHOR(S)
Türkoğlu, İ brahim; Toraman, Suat
PUB. DATE
December 2007
SOURCE
Journal of the Faculty of Engineering & Architecture of Gazi Uni;Dec2007, Vol. 22 Issue 4, p753
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
In this study, a decision support system is designed which helps the physicians and facilitates their works for detection of various diseases from histopathological images. The developed decision support system is based on pattern recognition. The feature extraction stage of the pattern recognition system is realized by using fractal analysis and a decision tree classifier is used for classification stage. The performance of the proposed pattern recognition system is evaluated with the histopathological images which are taken from hepatic patients. The correct classification rate is 92 % for 50 patient's data.
ACCESSION #
28652965

 

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