Title :
A new processing sequence to assess airways using 3D CT-scan
Author :
Balacey, Hugo ; Dournes, Gael ; Desbarats, P. ; Montaudon, Michel ; Domenger, Jean-Philippe ; Laurent, Foube
Author_Institution :
LaBRI, Univ. Bordeaux, Talence, France
Abstract :
Accurate measurement of physiological parameters such as the bronchial lumen and bronchial wall areas helps in the diagnosis of lung diseases. Algorithms allowing such measures are the result of complex processing sequences composed of (i) bronchial volume extraction (ii) bronchial volume skeletonization (iii) wall extraction. The proposed sequences however still show weaknesses in terms of precision, extent and automation. In this paper we address various problems encountered at each step of the processing sequence and propose a new sequence for measuring lumen on bronchial section. Finally, this sequence is tested on two datasets of 10 anonymous exams1 collected from 10 different healthy volunteers and 10 different patients suffering from asthma that were attended by different practitioners.
Keywords :
computerised tomography; diseases; feature extraction; image sequences; lung; medical image processing; 3D CT-scan; airways access; asthma; bronchial lumen; bronchial volume extraction; bronchial volume skeletonization; bronchial wall areas; computerised tomography; lumen measurement; lung diseases diagnosis; physiological parameters; processing sequence; wall extraction; Biomedical image processing; anatomical structures; image segmentation;
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/ICIP.2013.6738482