DocumentCode :
2347052
Title :
On automation of brain CT image analysis
Author :
Paradowski, Mariusz ; Kwasnicka, Halina ; Tabakov, Martin ; Filarski, Jacek ; Sasiadek, Marek
Author_Institution :
Inst. of Inf., Wroclaw Univ. of Technol., Wroclaw
fYear :
2008
fDate :
20-22 Oct. 2008
Firstpage :
215
Lastpage :
220
Abstract :
During recent years a number of medical diagnosis support systems have been presented. Such systems are important from medical point of view, because they aid physicians in their daily work. Some of those systems, like Computed tomography support systems (CT) rely on image data analysis, making it an interesting research topic from pattern recognition point of view. The paper presents a practical realization of a medical support system, including segmentation, feature extraction and decision processes. Various techniques are used within the system: fuzzy logic, shape descriptors, classifiers and automatic image annotation framework. Series of 2D CT images are an input of the system. As a result, a patientpsilas diagnosis is presented.
Keywords :
brain; computerised tomography; decision support systems; feature extraction; fuzzy logic; image classification; image segmentation; medical image processing; neurophysiology; 2D CT image; automatic image annotation; brain computed tomography image analysis; feature extraction; fuzzy logic; image classifier; image data analysis; image segmentation; medical diagnostic decision support system; pattern recognition; shape descriptor; Automation; Biomedical imaging; Computed tomography; Data analysis; Feature extraction; Image analysis; Image segmentation; Medical diagnosis; Medical diagnostic imaging; Pattern recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Technology, 2008. IMCSIT 2008. International Multiconference on
Conference_Location :
Wisia
Print_ISBN :
978-83-60810-14-9
Type :
conf
DOI :
10.1109/IMCSIT.2008.4747242
Filename :
4747242
Link To Document :
بازگشت