Oleg G. Metsker

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 36

Top Topics

Machine Learning

Top Venues

CENTERIS/ProjMAN/HCist

Publications

Elizaveta Dubasova, Artem Berdashkevich, Georgy D. Kopanitsa, Pavel Kashlikov, Oleg G. Metsker
Social Network Users Profiling Using Machine Learning for Information Security Tasks. FRUCT (2022)
Aleksandr Gerasimov, Egor Trofimov, Georgy D. Kopanitsa, Oleg G. Metsker
Modelling Investment Programs with Machine Learning and Data Mining: Descriptive and Predictive Models of Healthcare State Programs in Russia. FRUCT (2022)
David Paskoshev, Georgy Kopanitsa, Egor Trofimov, Oleg G. Metsker
Simulation of a Judicial Process Using Machine Learning to Analyze Administrative Prejudice and Indicate the Quality of Justice. FRUCT (2021)
Oleg G. Metsker, Georgy D. Kopanitsa
Influence of Healthcare Organization Factors on Cardiovascular Diseases Mortality. EFMI-STC (2021)
Oleg G. Metsker, Egor Trofimov, Georgy Kopanitsa
Application of Machine Learning Metrics for Dynamic E-justice Processes. FRUCT (2021)
Georgy Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk
Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer. pHealth (2021)
Egor Trofimov, Oleg G. Metsker, Georgy Kopanitsa, David Pashoshev
Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia. pHealth (2021)
Oleg G. Metsker, Georgy Kopanitsa, Olga Irtyuga, Vladimir Uspenskiy
Dynamic Aortic Aneurism Risk Factors. pHealth (2021)
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy Kopanitsa, Nadezhda Zvartau
Identification of Diabetes Risk Factors in Chronic Cardiovascular Patients. pHealth (2020)
Oleg G. Metsker, Georgy Kopanitsa, Eduard Komlichenko, Maria Yanushanets, Ekaterina V. Bolgova
Prediction of a Due Date Based on the Pregnancy History Data Using Machine Learning. pHealth (2020)
Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy 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) (2020)
Oleg G. Metsker, Vozniuk Igor, Georgy Kopanitsa, Elena Morozova, Prohorova Maria
Stroke ICU Patient Mortality Day Prediction. ICCS (4) (2020)
Katerina V. Bolgova, Sergey V. Kovalchuk, Marina A. Balakhontceva, Nadezhda Zvartau, Oleg G. Metsker
Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement. Int. J. E Health Medical Commun. 11 (1) (2020)
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 (2020)
Oleg G. Metsker, Georgy Kopanitsa, Alexey N. Yakovlev, Karlina Veronika, Nadezhda Zvartau
Survival Analysis of COVID-19 Patients in Russia Using Machine Learning. pHealth (2020)
Georgy Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev, Alexey Fedorenko, Nadezhda Zvartau
Modelling of COVID-19 Morbidity in Russia. pHealth (2020)
Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Constructing Holistic Patient Flow Simulation Using System Approach. ICCS (4) (2020)
Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis. ICCS (4) (2020)
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy Kopanitsa
Risk Factors for Chronic Diabetes Patients. MIE (2020)
Oleg G. Metsker, Georgy Kopanitsa, Ekaterina V. Bolgova
Prediction of Childbirth Mortality Using Machine Learning. pHealth (2020)
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)
Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk
Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. pHealth (2019)
Ksenia Balabaeva, Sergey V. Kovalchuk, Oleg G. Metsker
Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling. pHealth (2019)
Oleg G. Metsker, Egor Trofimov, Sofia Grechishcheva
Natural Language Processing of Russian Court Decisions for Digital Indicators Mapping for Oversight Process Control Efficiency: Disobeying a Police Officer Case. EGOSE (2019)
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)
Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. J. Biomed. Informatics 82 (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
Towards management of complex modeling through a hybrid evolutionary identification. GECCO (Companion) (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. CoRR (2018)
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. Complex. 2018 (2018)
Oleg G. Metsker, Egor Trofimov, Sergey A. Sikorskiy, Sergey V. Kovalchuk
Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control. EGOSE (2018)
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)
Oleg G. Metsker, Sergey A. Sikorskiy, Anna A. Semakova, Alexey V. Krikunov, Marina A. Balakhontceva, Natalia B. Melnikova, Sergey V. Kovalchuk
Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection. INSCI Workshops (2018)
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)
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)
Ekaterina V. Bolgova, Nadezhda E. Zvartau, Sergey V. Kovalchuk, Marina A. Balakhontceva, Oleg G. Metsker
Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems. CENTERIS/ProjMAN/HCist (2017)
Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. CoRR (2017)