CASPIAN JOURNAL

MANAGEMENT AND HIGH TECHNOLOGIES

Expert analytical system of processing and analysis of mammograms

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Bulanova Yuliya A. Expert analytical system of processing and analysis of mammograms // Caspian journal : management and high technologies. — 2014. — №1. — pp. 092-102.

Bulanova Yuliya A. - post-graduate student, Murom Institute (branch) of Vladimir State University named after Alexander and Nicholay Stoletovs, 23 Orlovskaya St., Murom, Vladimir region, 602264, Russian Federation, yuliyabulanova@yandex.ru

Actuality of theme of Article justified in terms of ensuring access to and quality of mammographic screening in most hospitals in Russia. The article provides an overview of existing systems for processing and analysis of mammograms showing their features. The goal of developing of expert-analytical system discussed in detail and justified and the main requirements to it. The author describes the structure developed by him expert-analytical system (EAS) of processing and analysis of mammograms. This expert-analytical system includes several modules, that the article shown in block diagram form. The results of experiments on the processing and analysis of mammography images using of the EAS and without (in manual mode) showed the feasibility of the EAS for diagnosis of tumors. Advantages of EAS are high recognition accuracy neoplasms, a relatively small percentage of false positive results.

Key words: mammogram, breast pathology, cyst, fibroadenoma, breast cancer, the system processing and analysis of mammograms, CAD systems, expert-analytical system, preprocessing, texture segmentation, recognition