SMALL NODULES LOCALIZATION ON CT IMAGES OF LUNGS
- 1UIIP, United Institute of Informatics Problems, 220012 Minsk, Belarus
- 2N.N. Alexandrov National Cancer Centre of Belarus, Lesnoy, Belarus
Keywords: Computed Tomography, Lungs, Solitary Pulmonary Nodules, Segmentation, Localization
Abstract. According to the World Health Organization (WHO) lung cancer remains the leading cause of death of men among all malignant tumors [1, 2]. One of the reasons of such a statistics is the fact that the lung cancer is hardly diagnosed on the yearly stages when it is almost asymptomatic. The purpose of this paper is to present a Computer-Aided Diagnosis (CAD) software developed for assistance of early detection of nodules in CT lung images including solitary pulmonary nodules (SPN) as well as multiple nodules. The efficiency of nodule localization was intended to be as high as the level of the best practice. The software developed supports several functions including lungs segmentation, selection of nodule candidates and nodule candidates filtering.