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Automatic CT Image Segmentation of the Lungs with Region Growing Algorithm (CROSBI ID 576298)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Mešanović, Nihad ; Grgić, Mislav ; Huseinagić, Haris ; Maleš, Matija ; Skejić, Emir ; Smajlović, Muamer Automatic CT Image Segmentation of the Lungs with Region Growing Algorithm // PROCEEDINGS IWSSIP 2011 / Zovko-Cihlar, Branka ; Behlilović, Narcis ; Hadžialić, Mesud (ur.). Sarajevo: Faculty of Electrical Engineering, University of Sarajevo, 2011. str. 395-400

Podaci o odgovornosti

Mešanović, Nihad ; Grgić, Mislav ; Huseinagić, Haris ; Maleš, Matija ; Skejić, Emir ; Smajlović, Muamer

engleski

Automatic CT Image Segmentation of the Lungs with Region Growing Algorithm

Computer aided diagnosis of lung CT image has been a revolutionary step in the early diagnosing of lung diseases. The best method of implementing computer aided diagnosis for medical image analysis is first to preprocess the image in order to segment it. The first step in computer aided diagnosis of lung computed tomography patient image is generally to first segment the region of interest, in this case lung, and then analyze separately each area obtained, for a tumor, cancer, node detection or other pathology for diagnosis. This is generally much easier approach, because the area used for setting the right diagnosis, is getting smaller with the process of segmentation, so the radiologist can focus his observation only on specific data inside the specific region. In this paper we proposed lung segmentation technique to accurately segment the lung parenchyma of lung CT images, which can help radiologist in early diagnosing lung diseases, but the algorithm can also be used to early diagnose other benign or malignant pathologies in other organs, such as liver, brain or spine.

Computer Aided Diagnosis; Lung Extraction; Region Growing Algorithm

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Podaci o prilogu

395-400.

2011.

objavljeno

Podaci o matičnoj publikaciji

PROCEEDINGS IWSSIP 2011

Zovko-Cihlar, Branka ; Behlilović, Narcis ; Hadžialić, Mesud

Sarajevo: Faculty of Electrical Engineering, University of Sarajevo

978-9958-9966-1-0

2157-8672

Podaci o skupu

18th International Conference on Systems, Signals and Image Processing - IWSSIP 2011

predavanje

16.07.2011-18.07.2011

Sarajevo, Bosna i Hercegovina

Povezanost rada

Elektrotehnika, Računarstvo