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Journal Articles
- 2020
[j2]Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy D. Kopanitsa
, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya:
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study. BMC Medical Informatics Decis. Mak. 20(1): 201 (2020)- 2018
- [j1]Sergey V. Kovalchuk, Evgeniy Krotov, Pavel A. Smirnov, Denis A. Nasonov, Alexey N. Yakovlev:
Distributed data-driven platform for urgent decision making in cardiological ambulance control. Future Gener. Comput. Syst. 79: 144-154 (2018)
Conference and Workshop Papers
- 2024
- [c13]German Gebel, Oleg G. Metsker, Alexey N. Fedorenko, Alexey N. Yakovlev, Nadezhda E. Zvartau, Georgy D. Kopanitsa:
Time Series Forecasting of Cardiovascular Mortality: Machine Learning Based on State Economic and Local Medical Data. pHealth 2024: 42-46 - 2020
- [c12]Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa:
Risk Factors for Chronic Diabetes Patients. MIE 2020: 1379-1380 - [c11]Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa, Nadezhda Zvartau:
Identification of Diabetes Risk Factors in Chronic Cardiovascular Patients. pHealth 2020: 136-141 - [c10]Oleg G. Metsker, Georgy D. Kopanitsa, Alexey N. Yakovlev, Karlina Veronika, Nadezhda Zvartau:
Survival Analysis of COVID-19 Patients in Russia Using Machine Learning. pHealth 2020: 223-227 - [c9]Georgy D. Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev, Alexey N. Fedorenko, Nadezhda Zvartau:
Modelling of COVID-19 Morbidity in Russia. pHealth 2020: 262-265 - 2019
- [c8]Oleg G. Metsker, Sergey Kesarev, Ekaterina V. Bolgova, Kirill Golubev, Andrey N. Karsakov, Alexey N. Yakovlev, Sergey V. Kovalchuk:
Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox. ICCS (5) 2019: 674-680 - [c7]Oleg G. Metsker, Alexey N. Yakovlev, Aleksandr Ilin, Sergey V. Kovalchuk:
Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning. pHealth 2019: 137-142 - 2018
- [c6]Oleg G. Metsker, Alexey N. Yakovlev, Ekaterina V. Bolgova, Andrei Vasin, Sergey V. Kovalchuk:
Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients. CENTERIS/ProjMAN/HCist 2018: 161-168 - [c5]Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk:
Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. CENTERIS/ProjMAN/HCist 2018: 228-237 - [c4]Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev:
Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching. ICCS (1) 2018: 404-417 - [c3]Sergey A. Sikorskiy, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk:
Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases. ICCS (3) 2018: 818-824 - 2017
- [c2]Ivan Derevitskiy, Evgeniy Krotov, Daniil V. Voloshin, Alexey N. Yakovlev, Sergey V. Kovalchuk, Vladislav A. Karbovskii:
Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making. ICCS 2017: 2210-2219 - 2016
- [c1]Alexey V. Krikunov, Ekaterina V. Bolgova, Evgeniy Krotov, Tesfamariam M. Abuhay, Alexey N. Yakovlev, Sergey V. Kovalchuk:
Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes. ICCS 2016: 518-529
Informal and Other Publications
- 2022
- [i2]Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk:
Modelling Hospital Strategies in City-Scale Ambulance Dispatching. CoRR abs/2201.01846 (2022) - 2020
- [i1]Tesfamariam M. Abuhay, Yemisrach G. Getinet, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk:
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis. CoRR abs/2004.09290 (2020)
Coauthor Index
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