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Issues of creating a registry of patients with coronary heart disease undergoing coronary artery bypass surgery at the present stage of cardiological care development

https://doi.org/10.29001/2073-8552-2019-34-4-55-61

Abstract

Disease registries are becoming more and more widely used in various fields of medicine. Especially active implementation of registers is seen in cardiology. In Russia, the records of acute coronary syndrome, arterial hypertension, coronary heart disease, and chronic heart failure were created and are in use nowadays. However, in our country, there are no national registers of cardiac surgery and, in particular, registers of coronary bypass grafting. Besides establishing risk factors and evaluating outcomes, the creation of databases and registers of cardiac surgery helps to solve several problems ranging from analyzing adherence to modern recommendations in daily clinical practice to improving the quality of cardiac surgery. This paper discusses the scientific and organizational approaches to the creation and functioning of a register of patients with cardiovascular disease who underwent coronary artery bypass grafting as well as the promising opportunities of using medical decision support systems based on big data mining.

About the Authors

V. N. Serebryakova
Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences
Russian Federation

Victoria N. Serebryakova - Cand. Sci. (Med.), Head of the Laboratory of Registers for Cardiovascular Diseases, High-Tech Interventions, and Telemedicine.

111a, Kievskaya str., Tomsk, 634012



V. S. Kaveshnikov
Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences
Russian Federation

Vladimir S. Kaveshnikov - Cand. Sci. (Med.), Leading Researcher, Laboratory of Registers for Cardiovascular Diseases, High-Tech Interventions, and Telemedicine.

111a, Kievskaya str., Tomsk, 634012



E. A. Golovina
Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences
Russian Federation

Elena A. Golovina - Junior Researcher, Laboratory of Registers for Cardiovascular Diseases, High-Tech Interventions, and Telemedicine.

111a, Kievskaya str., Tomsk, 634012



I. V. Vinnitskaya
Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences
Russian Federation

Irina V. Vinnitskaya - Junior Researcher, Laboratory of Registers for Cardiovascular Diseases, High-Tech Interventions, and Telemedicine.

111a, Kievskaya str., Tomsk, 634012



A. V. Kaveshnikov
Cardiology Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences
Russian Federation

Artem V. Kaveshnikov - Junior Researcher, Laboratory of Registers for Cardiovascular Diseases, High-Tech Interventions, and Telemedicine.

111a, Kievskaya str., Tomsk, 634012



References

1. . Boytsov S.A., Shalnova S.A., Deev A.D. Cardiovascular mortality in the Russian Federation and possible mechanisms of its changes. Zh. Nev-rol. Psikhiatr. im S.S. Korsakova. 2018;118(8):98-103 (In Russ.). DOI: 10.17116/jnevro201811808198.

2. Boitsov S.A., Chazov E.I., Shlyakhto E.V., Shalnova S.A., Konradi A.O., Karpov Yu.A. et al. Epidemiology of cardiovascular diseases in different regions of Russia (ESSE-RF). The rationale for and design of the study. The Russian Journal of Preventive Medicine and Public Health. 2013;16(6):25-34 (In Russ.).

3. Martsevich S.Yu., Drozdova L.Yu., Kutishenko N.P., Ginzburg M.L. Using registers to study effectiveness and safety of drugs. The Clinician. 2012;3-4:4-9 (In Russ.).

4. Smith P. Measuring up: Improving Health System Performance in OECD Countries. Developing composite indicators for assessing health system efficiency. Paris: OECD Publishing; 2002:295-316.

5. Boytsov S.A., Martsevich S.Yu., Kutishenko N.P., Drozdova L.Yu., Lukyanov M.M., Zagrebelnyi A.V. et al. Registers in cardiology: their principles, rules, and real-word potential. Cardiovascular Therapy and Prevention. 2013;12(1):4-9 (In Russ.). DOI: 10.15829/1728-8800-2013-1-4-9.

6. Rosen M., Hakulinen T. Use of disease registers. In: Handbook of epidemiology. Eds.: W. Athens, I. Pidgeot. Springer; 2005;231-252.

7. Cacoub P.P., Abola M.T., Baumgartner I., Bhatt D.L., Creager M.A., Liau C.S. et al. Cardiovascular risk factor control and outcomes in peripheral artery disease patients in the Reduction of Atherothrombosis for Continued Health (REACH) Registry. Atherosclerosis. 2009;204(2):e86-92. DOI: 10.1016/j.atherosclerosis.2008.10.023.

8. Rao C., Zhang H., Gao H., Zhao Y, Yuan X., Hua K. et al. The Chinese Cardiac Surgery Registry: design and data audit. Ann. Thorac. Surg. 2016;101(4):1514-1520. DOI: 10.1016/j.athoracsur.2015.09.038.

9. Paez R.P., Hossne Junior N.A., Santo J.A.D.E., Berwanger O., Santos R.H.N., Kalil R.A.K. et al. Coronary artery bypass surgery in Brazil: analysis of the national reality through the BYPASS Registry. Braz. J. Cardiovasc. Surg. 2018;34(2):142-148. DOI: 10.21470/1678-9741-2018-0313.

10. Vikholm P., Ivert T., Nilsson J., Holmgren A., Freter W., Ternstrom L. et al. Validity of the Swedish Cardiac Surgery Registry. Interact. Cardiovasc. Thorac. Surg. 2018;27(1):67-74. DOI: 10.1093/icvts/ivy030.

11. Beckmann A., Funkat A.K., Lewandowski J., Frie M., Ernst M., Hekmat K. et al. German Heart Surgery Report 2016: The Annual Updated Registry of the German Society for Thoracic and Cardiovascular Surgery. Thorac. Cardiovasc. Surg. 2017;65(7):505-518. DOI: 10.1055/s-0037-1606603.

12. Gusev A.V., Kuznetsova T.Yu., Korsakov I.N. Artificial intelligence for cardiovascular risks assessment. The Journal of Telemedicine and eHealth. 2018;3(8):85-90 (In Russ.).

13. Gridnev V.I., Kiselev A.R., Posnenkova O.M., Popova Y.V., Dmitriev V.A., Prokhorov M.D. et al. Objectives and Design of the Russian Acute Coronary Syndrome Registry (RusACSR). Clinical Cardiology. 2016;39(1):1-8. DOI: 10.1002/clc.22495.

14. Erlikh A.D. Russian registries of cardiovascular diseases: from existing problems to perspectives. Cardio-IT. 2016;3(4):402 (In Russ.). DOI: 10.15275/cardioit.2016.0402.

15. Oshchepkova E.V., Dovgalevsky P.Ya., Gridnev V.I., Posnenkova O.M., Kiselev A.R., Dmitriev V.A. et al. Key data elements and definitions of the Russian registry of patients with arterial hypertension, coronary artery disease and chronic heart failure. Cardio-IT. 2014;1(2):202 (In Russ.). DOI: 10.15275/cardioit.2014.0202.

16. Barbarash O.L., Zhidkova I.I., Shibanova I.A., Ivanov S.V., Sumin A.N., Samorodskaya I.V The impact of comorbidities and age on the nosocomial outcomes of patients undergoing coronary artery bypass grafting. Cardiovascular Therapy and Prevention. 2019;18(2):58-64 (In Russ.). DOI: 10.15829/1728-8800-2019-2-58-64.

17. Skryl T.V., Paramonov A.S. Digital transformation in healthcare: Russian and foreign experience. Karelian Scientific Journal. 2017;6(3(20)):137-140 (In Russ.).

18. Gusev A.V., Pliss M.A. The basic recommendations for the creation and development of information systems in health care based on artificial intelligence. Information Technologies for the Physician. 2018;3:45-60 (In Russ.).

19. Gusev A.V., Dobridnyuk S.L. Artificial intelligence in medicine and healthcare. Information Society. 2017;4-5:78-93 (In Russ.).

20. Buzaev I.V., Plechev V.V., Nikolaeva I.E., Galimova R.M. Artificial intelligence: Neural network model as the multidisciplinary team member in clinical decision support to avoid medical mistakes. Chronic. Dis. Transl. Med. 2016;2(3):166-172. DOI: 10.1016/j.cdtm.2016.09.007.

21. Al'Aref S.J., Singh G., van Rosendael A.R., Kolli K.K., Ma X., Maliakal G. et al. Determinants of In-Hospital Mortality after Percutaneous Coronary Intervention: A Machine Learning Approach. J. Am. Heart Assoc. 2019;8(5):e011160. DOI: 10.1161/JAHA.118.011160.

22. Choi E., Schuetz A., Stewart W.F., Sun J. Using recurrent neural network models for early detection of heart failure onset. JAMIA. 2017;24(2):361-370. DOI: 10.1093/jamia/ocw112.


Review

For citations:


Serebryakova V.N., Kaveshnikov V.S., Golovina E.A., Vinnitskaya I.V., Kaveshnikov A.V. Issues of creating a registry of patients with coronary heart disease undergoing coronary artery bypass surgery at the present stage of cardiological care development. Siberian Journal of Clinical and Experimental Medicine. 2019;34(4):55-61. (In Russ.) https://doi.org/10.29001/2073-8552-2019-34-4-55-61

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ISSN 2713-2927 (Print)
ISSN 2713-265X (Online)