Bryansk, Bryansk, Russian Federation
Bryansk, Bryansk, Russian Federation
The article considers the application of the Apriori association rule construction algorithm to analyze the results of the thyroid gland ultrasound examination. The algorithm is applied to solve a specific problem of organizational support of the thyroid gland examination. A software toolkit has been developed that allows physicians to apply the specified algorithm to carry out the necessary research in the process of solving diagnostic problems.
healthcare, information and analytical systems, data mining, apriori
1. Agrawal, R. Fast algorithms for mining association rules in large databases / Agrawal, R., Srikant, R. // Proceedings of the 20th International Conference on Very Large Data Bases (VLDB), September 12-15, 1994 / Morgan Kaufmann Publishers; under the general ed. J. Bocca – Santiago, Chile, 1994. – S. 487-499. — ISBN 1-55860-153-8
2. Fedorov, S. V. Klinicheskoye ispol'zovaniye sistemy obrabotki i analiza informatsii na osnove iskusstvennoy neyronnoy seti tipa "mnogosloynyy perseptron" / S. V. Fedorov, M. SH. Kashayev, T. R. Kashayev // Permskiy meditsinskiy zhurnal. – 2013. – T. 30. – № 4. – S. 97-102.
3. Karaseva, T. S. Resheniye zadach meditsinskoy diagnostiki metodami intellektual'nogo analiza dannykh / T. S. Karaseva // Reshetnevskiye chteniya. – 2015. – T. 2. – S. 46-47.
4. Yefimov, A. S. Resheniye zadachi klasterizatsii metodom konkurentnogo obucheniya pri nepolnykh statisticheskikh dannykh * / A. S. Yefimov // Vestnik Nizhegorodskogo universiteta im. N.I. Lobachevskogo. – 2010. – № 1. – S. 220-225.
5. Ledeneva, T. M. Obobshchennyye assotsiativnyye pravila / T. M. Ledeneva, Ye. A. Kretov // Vestnik Voronezhskogo gosudarstvennogo tekhnicheskogo universiteta. – 2014. – T. 10. – № 5. – S. 46-49.
6. Billig, V. A. Postroyeniye assotsiativnykh pravil v zadache meditsinskoy diagnostiki / V. A. Billig, O. V. Ivanova, N. A. Tsaregorodtsev // Programmnyye produkty i sistemy. – 2016. – № 2. – S. 146-157.
7. Delyagin, V. M. Diagnostika i differentsial'naya diagnostika zabolevaniy shchitovidnoy zhelezy / V. M. Delyagin // Prakticheskaya meditsina. – 2008. – № 3(27). – S. 38-42.