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
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"
Conference_Titel :
Computational Intelligence, 2015 IEEE Symposium Series on
Print_ISBN :
978-1-4799-7560-0
DOI :
10.1109/SSCI.2015.230