DocumentCode :
3726676
Title :
A Novel Approach Toward X-RAY Images Classifier
Author :
Marcin Wozniak;Dawid Polap;Leon Kosmider;Christian Napoli;Emiliano Tramontana
Author_Institution :
Inst. of Math., Silesian Univ. of Technol., Gliwice, Poland
fYear :
2015
Firstpage :
1635
Lastpage :
1641
Abstract :
In this paper a novel approach to automatic XRAY images classification is proposed. The authors propose a solution based on application of Computational Intelligence to assist recognition procedure for medical purposes. Recognition experiments have been performed with the proposed solutions applied on original and authentic X-RAY images from pulmonary diseases clinics, where various diseases were diagnosed. The applied classifier was made to recognize sarcoidosis or cancer over input images. Presented research results are discussed to validate the efficiency of implemented solution.
Keywords :
"Lungs","Cancer","X-ray imaging","Medical diagnostic imaging","Diseases","Sociology"
Publisher :
ieee
Conference_Titel :
Computational Intelligence, 2015 IEEE Symposium Series on
Print_ISBN :
978-1-4799-7560-0
Type :
conf
DOI :
10.1109/SSCI.2015.230
Filename :
7376806
Link To Document :
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