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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

ANALYSIS OF THE ALCOHOLIC PSYCHOSES AND ALCOHOLISM INCIDENCE BASED ON THE RESULTS OF FORECASTING AND CLASSIFICATION MODELING

Kosolapov V.P.,  Manakin I.I. 

UDC 616.89
DOI:

  • Abstract
  • List of references
  • About authors

The authors analyzed the alcoholic psychoses and alcoholism morbidity of the population of the Russian Federation, Central Federal District and Voronezh Region based on results of forecasting and classification modeling. From the time-series analysis the authors revealed major trends in population morbidity by means of exponential smoothing and gave short forecasts. The paper classifies the districts of Voronezh Region with a view to alcoholic psychoses and alcoholism incidence that allows to outline the areas with favorable and unfavorable situation in terms of the current state and its evolution.

1. The incidence of the population of Russia in 2005-2014. Statistical materials. - Moscow, Central Research Institute of OiIZ, 2006-2015.

2. . Socially significant diseases of the Russian population in 2005-2014. Statistical materials. - Moscow, Central Research Institute of OiIZ, 2006-2015.

3. Analytical reports “Results of the work of health care institutions for 2005-2014. " - Voronezh, 2006-2015.

4. Choporov O. Technique of information database formation for carrying out multilevel monitoring and classificatory-мультилевел-forecasting modeling / O. Choporov, A. Kurotova, I. Manakin // Information Technology Applications. – 2015. - № 1. – С. 111-123.

5. Analysis of the dynamics and prediction of the prevalence of dermatoses among the population of the Voronezh region / E.N. Bugakova, G.Ya. Klimenko, HE. Choporov, G.V. Owl // Post-graduate student. - 2010. - T. 43. - No. 6.2. - WITH. 259-267.

6. Asanov A.Yu. General prevalence profile cerebrovascular pathology among the population of Voronezh and Voronezh region / A.Yu. Asanov, G.Ya. Klimenko, O.N. Choporov // Scientific Medical Bulletin of the Central Black Earth Region. - 2002. - No. 10. - S. 39.

7. Gladskikh N.A. The use of statistical forecasting methods and GIS technologies for monitoring the regional health system / N.A. Gladskikh, V.A. Golub, S.N. Semenov, O.N. Choporov // Bulletin of the Voronezh State University. Series: System Analysis and Information Technology. - 2008. - No. 1. - S. 111-116.

8. Klimenko G.Ya. Analysis of the dental morbidity of the population at the regional level, according to official statistics / G.Ya. Klimenko, S.V. Bolgov, O.N. Choporov // Bulletin of Voronezh Institute of High Technologies. - 2012. - No. 9. - S. 79-82.

9. Modeling and prediction of the incidence of uterine fibroids in combination with adenomyosis according to medical and social risk factors / O.N. Choporov, N.N. Kudinova, M.V. Frolov, G.Ya. Klimenko // Modeling, optimization and information technology. - 2013. - No. 3. - http://moit.vivt.ru/wpcontent/uploads/2014/01/Kudinova_soavtori_3_13_1.pdf.

10. Optimization of the management of the functioning of medical systems at various levels / O.N. Choporov, I.Ya. Lvovich, K.A. Razinkin, A.A. Ryndin // Control systems and information technology. - 2013. - T. 53. - No. 3. - S. 100-104.

11. Himina I.N. Streamlining medical care management patients with diseases of the stomach and duodenum on the basis of integrated monitoring and classification forecasting modeling / I.N. Himina, V.N. Ektov, O.N. Choporov. - Voronezh: publishing house "Scientific book", 2014. - 181 p.

12. Choporov O.N. Optimization of inpatient treatment planning patients based on classification and prognostic models: autoref. ... cand. tech. sciences. - Voronezh, 1997 .-- 16 p.

13. Choporov O.N. Optimization of the functioning of medical systems on the basis of integral estimates and classification and prognostic modeling: dis. ... Dr. tech. sciences. - Voronezh, 2001 .-- 329 p.

14. Choporov O.N. Features of the application of intellectual data analysis and multi-level monitoring in solving the problem rationalization of medical care / O.N. Choporov, S.V. Bolgov, I.I. Manakin // Modeling, Optimization and Information technologies. - 2015. - No. 1 (8). - http://moit.vivt.ru/wpcontent/uploads/2015/04/ChoporovBolgovManakin _1_15_1.pdf.

15. Choporov O.N. Predicting the development of alcohol dependence by individual medical and social risk factors / O.N. Choporov, I.I. Manakin, V.P. Kosolapov // System analysis and management in biomedical systems. - 2015. - T. 14. - No. 3. - S. 614-617.

16. Classification of districts of the Belgorod region by prevalence malignant neoplasms and short-term results forecasting / A.I. Agarkov, G.Ya. Klimenko, O.N. Choporov, Yu.Yu. Shurshukov // System analysis and management in biomedical systems. - 2013. - T. 12. - No. 4. - S. 1134-1138.

17. Classification of territorial units of a region by level incidence of adult female uterine fibroids and endometriosis based on geographic information technologies / E.N. Korovin, N.N. Kudinova, M.V. Frolov, O.N. Choporov O.N. // Information Technology Applications. - 2013. - No. 4. - S. 74-81.

18. Kutashov V.A. Multilevel monitoring during analysis individual medical and social characteristics of patients with mental disorders / V.A. Kutashov, O.N. Choporov, A.S. Samsonov // Bulletin of the Voronezh Institute of High Technologies. - 2015. - No. 14. - P. 15-18.

19. Manakin I.I. Intelligent multi-level analysis the prevalence of alcoholic psychoses and alcoholism / II. Manakin, V.P. Kosolapov, O.N. Choporov // Post-graduate student. - 2015. - T. 70. - No. 3.2. - S. 247-254.

20. Methodology for the formation of an information database for multilevel monitoring and classification and prognostic modeling / O.N. Choporov, O.V. Zolotukhin, I.I. Manakin, S.V. Bolgov // Bulletin of the Voronezh Institute of High Technologies. - 2015. - No. 14. - S. 19-24.

21. Choporov O.N. Algorithmization of the intellectual analysis of data on the prevalence of diseases at the regional and municipal levels / О.N. Choporov, O.V. Zolotukhin, S.V. Bolgov // Modeling, optimization and information technology. - 2015. - No. 2 (9). - http://moit.vivt.ru/wpcontent/uploads/2015/06/ChoporovZolotuhinBoglov_2_15_1.pdf.

Kosolapov Vladimir Petrovich
Doctor of Medical Sciences

Voronezh State Medical University named after N.N. Burdenko

Voronezh, Russian Federation

Manakin Ivan Igorevich

Email: zdorobr@yandex.ru

Voronezh State Medical University named after N.N. Burdenko

Voronezh, Russian Federation

Keywords: classification modeling and forecasting, time-series analysis, exponential smoothing, alcoholic psychosis and alcoholism, classification of geographical units

For citation: Kosolapov V.P., Manakin I.I. ANALYSIS OF THE ALCOHOLIC PSYCHOSES AND ALCOHOLISM INCIDENCE BASED ON THE RESULTS OF FORECASTING AND CLASSIFICATION MODELING. Modeling, Optimization and Information Technology. 2016;4(1). URL: https://moit.vivt.ru/wp-content/uploads/2016/02/KosolapovManakin_1_16_1.pdf DOI: (In Russ).

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Published 31.03.2016