Algorithm of pulmonary emphysema extraction using low dose thoracic 3D CT images

S. Saita; M. Kubo; Y. Kawata; N. Niki; Y. Nakano M.D.; H. Omatsu; K. Tominaga; K. Eguchi; N. Moriyama

doi:10.1117/12.654203

13 March 2006 Algorithm of pulmonary emphysema extraction using low dose thoracic 3D CT images

S. Saita, M. Kubo, Y. Kawata, N. Niki, Y. Nakano M.D., H. Omatsu, K. Tominaga, K. Eguchi, N. Moriyama

Proceedings Volume 6143, Medical Imaging 2006: Physiology, Function, and Structure from Medical Images; 61432T (2006) https://doi.org/10.1117/12.654203
Event: Medical Imaging, 2006, San Diego, California, United States

Abstract

Recently, due to aging and smoking, emphysema patients are increasing. The restoration of alveolus which was destroyed by emphysema is not possible, thus early detection of emphysema is desired. We describe a quantitative algorithm for extracting emphysematous lesions and quantitatively evaluate their distribution patterns using low dose thoracic 3-D CT images. The algorithm identified lung anatomies, and extracted low attenuation area (LAA) as emphysematous lesion candidates. Applying the algorithm to 100 thoracic 3-D CT images and then by follow-up 3-D CT images, we demonstrate its potential effectiveness to assist radiologists and physicians to quantitatively evaluate the emphysematous lesions distribution and their evolution in time interval changes.

Citation Download Citation

S. Saita, M. Kubo, Y. Kawata, N. Niki, Y. Nakano M.D., H. Omatsu, K. Tominaga, K. Eguchi, and N. Moriyama "Algorithm of pulmonary emphysema extraction using low dose thoracic 3D CT images", Proc. SPIE 6143, Medical Imaging 2006: Physiology, Function, and Structure from Medical Images, 61432T (13 March 2006); https://doi.org/10.1117/12.654203

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