Title :
An automated 3D emphysema extraction method using lung CT
Author :
Liang, Tan Kok ; Tanaka, Toshiyuki ; Nakamura, Hidetoshi ; Shirahata, Toru ; Sugiura, Hiroaki
Author_Institution :
Dept. of Appl. Phys. & Physico-Inf., Keio Univ., Yokohama
Abstract :
Chronic obstructive pulmonary disease (COPD) is a disease in which the airways and tiny air sacs (alveoli) inside the lung are partially obstructed or destroyed. Emphysema is what occurs as more and more of the walls between air sacs get destroyed. Computed tomography (CT) image has been a useful modality for assessing diffuse lung diseases, particularly, emphysema. At present, diagnosis of emphysema is done by using spirometry, X-rays, spiral chest CT-scan, bronchoscopy, blood tests and pulse oximetry. Our goal in this study is to automatically extract the locations of emphysematous lung tissuess in the lung CT and then visualize the extracted emphysematous lung tissues in 3D.
Keywords :
computerised tomography; feature extraction; lung; medical image processing; automated 3D emphysema extraction; chronic obstructive pulmonary disease; computed tomography; emphysema diagnosis; lung CT; Biomedical imaging; Computed tomography; Digital images; Diseases; Image converters; Image segmentation; Lungs; Medical diagnostic imaging; Testing; Visualization; 3D visualization; Emphysema; extraction of emphysema; lung CT;
Conference_Titel :
SICE Annual Conference, 2008
Conference_Location :
Tokyo
Print_ISBN :
978-4-907764-30-2
Electronic_ISBN :
978-4-907764-29-6
DOI :
10.1109/SICE.2008.4655199