Oleg G. Metsker

According to our database, Oleg G. Metsker authored at least 37 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Unraveling Endometrial Cancer Survival Predictors Through Advanced Machine Learning Techniques.

Georgy D. Kopanitsa, Oleg G. Metsker

Proceedings of the pHealth 2024 - Proceedings of the 20th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2024

Time Series Forecasting of Cardiovascular Mortality: Machine Learning Based on State Economic and Local Medical Data.

German Gebel, Oleg G. Metsker, Alexey N. Fedorenko, Alexey N. Yakovlev, Nadezhda E. Zvartau, Georgy D. Kopanitsa

Proceedings of the pHealth 2024 - Proceedings of the 20th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2024

2022

Modelling Investment Programs with Machine Learning and Data Mining: Descriptive and Predictive Models of Healthcare State Programs in Russia.

Aleksandr Gerasimov, Egor Trofimov, Georgy D. Kopanitsa, Oleg G. Metsker

Proceedings of the 31st Conference of Open Innovations Association, 2022

Social Network Users Profiling Using Machine Learning for Information Security Tasks.

Elizaveta Dubasova, Artem Berdashkevich, Georgy D. Kopanitsa, Pavel Kashlikov, Oleg G. Metsker

Proceedings of the 32nd Conference of Open Innovations Association, 2022

2021

Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia.

Egor Trofimov, Oleg G. Metsker, Georgy D. Kopanitsa, David Pashoshev

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Dynamic Aortic Aneurism Risk Factors.

Oleg G. Metsker, Georgy D. Kopanitsa, Olga Irtyuga, Vladimir Uspenskiy

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer.

Georgy D. Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk

Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021

Simulation of a Judicial Process Using Machine Learning to Analyze Administrative Prejudice and Indicate the Quality of Justice.

David Paskoshev, Georgy D. Kopanitsa, Egor Trofimov, Oleg G. Metsker

Proceedings of the 30th Conference of Open Innovations Association, 2021

Application of Machine Learning Metrics for Dynamic E-justice Processes.

Oleg G. Metsker, Egor Trofimov, Georgy D. Kopanitsa

Proceedings of the 28th Conference of Open Innovations Association, 2021

Influence of Healthcare Organization Factors on Cardiovascular Diseases Mortality.

Oleg G. Metsker, Georgy D. Kopanitsa

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

2020

Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study.

Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy D. Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya

BMC Medical Informatics Decis. Mak., 2020

Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement.

Katerina V. Bolgova, Sergey V. Kovalchuk, Marina A. Balakhontceva, Nadezhda Zvartau, Oleg G. Metsker

Int. J. E Health Medical Commun., 2020

Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis.

Tesfamariam M. Abuhay, Yemisrach G. Getinet, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk

CoRR, 2020

Identification of Diabetes Risk Factors in Chronic Cardiovascular Patients.

Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa, Nadezhda Zvartau

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Survival Analysis of COVID-19 Patients in Russia Using Machine Learning.

Oleg G. Metsker, Georgy D. Kopanitsa, Alexey N. Yakovlev, Karlina Veronika, Nadezhda Zvartau

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Prediction of a Due Date Based on the Pregnancy History Data Using Machine Learning.

Oleg G. Metsker, Georgy D. Kopanitsa, Eduard Komlichenko, Maria Yanushanets, Ekaterina V. Bolgova

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Prediction of Childbirth Mortality Using Machine Learning.

Oleg G. Metsker, Georgy D. Kopanitsa, Ekaterina V. Bolgova

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Modelling of COVID-19 Morbidity in Russia.

Georgy D. Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev, Alexey N. Fedorenko, Nadezhda Zvartau

Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Risk Factors for Chronic Diabetes Patients.

Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Stroke ICU Patient Mortality Day Prediction.

Oleg G. Metsker, Vozniuk Igor, Georgy D. Kopanitsa, Elena Morozova, Prohorova Maria

Proceedings of the Computational Science - ICCS 2020, 2020

Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis.

Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2020, 2020

Constructing Holistic Patient Flow Simulation Using System Approach.

Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning.

Oleg G. Metsker, Alexey N. Yakovlev, Aleksandr Ilin, Sergey V. Kovalchuk

Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study.

Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk

Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling.

Ksenia Balabaeva, Sergey V. Kovalchuk, Oleg G. Metsker

Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019

Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox.

Oleg G. Metsker, Sergey Kesarev, Ekaterina V. Bolgova, Kirill Golubev, Andrey N. Karsakov, Alexey N. Yakovlev, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2019, 2019

Natural Language Processing of Russian Court Decisions for Digital Indicators Mapping for Oversight Process Control Efficiency: Disobeying a Police Officer Case.

Oleg G. Metsker, Egor Trofimov, Sofia Grechishcheva

Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2019

2018

Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification.

Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev

J. Biomed. Informatics, 2018

A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification.

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina

Complex., 2018

Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection.

Oleg G. Metsker, Sergey A. Sikorskiy, Anna A. Semakova, Alexey V. Krikunov, Marina A. Balakhontceva, Natalia B. Melnikova, Sergey V. Kovalchuk

Proceedings of the Internet Science, 2018

Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases.

Sergey A. Sikorskiy, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk

Proceedings of the Computational Science - ICCS 2018, 2018

Towards management of complex modeling through a hybrid evolutionary identification.

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control.

Oleg G. Metsker, Egor Trofimov, Sergey A. Sikorskiy, Sergey V. Kovalchuk

Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018

Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients.

Oleg G. Metsker, Alexey N. Yakovlev, Ekaterina V. Bolgova, Andrei Vasin, Sergey V. Kovalchuk

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making.

Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk

Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

2017

Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification.

Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev

CoRR, 2017

Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems.

Ekaterina V. Bolgova, Nadezhda E. Zvartau, Sergey V. Kovalchuk, Marina A. Balakhontceva, Oleg G. Metsker

Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017