Oleg G. Metsker

41 papers Misc 4Journal 8Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images. ICCS (Workshops 2) Dmitrii Evtyukhov, Georgy D. Kopanitsa, Oleg G. Metsker, Aleksandr Mogilevskii, Alexey N. Yakovlev, Sergey V. Kovalchuk
2025	J	`jnl`	Integrated Pipeline for Coronary Angiography With Automated Lesion Profiling, Virtual Stenting, and 100-Vessel FFR Validation. CoRR Georgy D. Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev
2024	—	`conf`	Prognostic Value of Ceramide Dynamics in Patients with Acute Coronary Syndrome. EFMI-STC Elena Usova, Alexey N. Yakovlev, Georgy D. Kopanitsa, Oleg G. Metsker, Madina Alieva, Tatiana Makarova, Lev Malishevskii, Ekaterina Murashko, Elizaveta Kessenikh, Sergey Trusov, Asiiat Alieva, Alexandra O. Konradi
2024	—	`conf`	Time Series Forecasting of Cardiovascular Mortality: Machine Learning Based on State Economic and Local Medical Data. pHealth German Gebel, Oleg G. Metsker, Alexey N. Fedorenko, Alexey N. Yakovlev, Nadezhda E. Zvartau, Georgy D. Kopanitsa
2024	—	`conf`	Unraveling Endometrial Cancer Survival Predictors Through Advanced Machine Learning Techniques. pHealth Georgy D. Kopanitsa, Oleg G. Metsker
2022	Misc	`conf`	Modelling Investment Programs with Machine Learning and Data Mining: Descriptive and Predictive Models of Healthcare State Programs in Russia. FRUCT Aleksandr Gerasimov, Egor Trofimov, Georgy D. Kopanitsa, Oleg G. Metsker
2022	Misc	`conf`	Social Network Users Profiling Using Machine Learning for Information Security Tasks. FRUCT Elizaveta Dubasova, Artem Berdashkevich, Georgy D. Kopanitsa, Pavel Kashlikov, Oleg G. Metsker
2021	Misc	`conf`	Application of Machine Learning Metrics for Dynamic E-justice Processes. FRUCT Oleg G. Metsker, Egor Trofimov, Georgy D. Kopanitsa
2021	—	`conf`	Dynamic Aortic Aneurism Risk Factors. pHealth Oleg G. Metsker, Georgy D. Kopanitsa, Olga Irtyuga, Vladimir Uspenskiy
2021	—	`conf`	Influence of Healthcare Organization Factors on Cardiovascular Diseases Mortality. EFMI-STC Oleg G. Metsker, Georgy D. Kopanitsa
2021	—	`conf`	Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer. pHealth Georgy D. Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk
2021	—	`conf`	Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia. pHealth Egor Trofimov, Oleg G. Metsker, Georgy D. Kopanitsa, David Pashoshev
2021	Misc	`conf`	Simulation of a Judicial Process Using Machine Learning to Analyze Administrative Prejudice and Indicate the Quality of Justice. FRUCT David Paskoshev, Georgy D. Kopanitsa, Egor Trofimov, Oleg G. Metsker
2020	—	`conf`	Constructing Holistic Patient Flow Simulation Using System Approach. ICCS (4) Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2020	J	`jnl`	Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement. Int. J. E Health Medical Commun. Katerina V. Bolgova, Sergey V. Kovalchuk, Marina A. Balakhontceva, Nadezhda Zvartau, Oleg G. Metsker
2020	—	`conf`	Identification of Diabetes Risk Factors in Chronic Cardiovascular Patients. pHealth Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa, Nadezhda Zvartau
2020	J	`jnl`	Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study. BMC Medical Informatics Decis. Mak. Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy D. Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya
2020	—	`conf`	Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis. ICCS (4) Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2020	J	`jnl`	Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis. CoRR Tesfamariam M. Abuhay, Yemisrach G. Getinet, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk
2020	—	`conf`	Modelling of COVID-19 Morbidity in Russia. pHealth Georgy D. Kopanitsa, Oleg G. Metsker, Alexey N. Yakovlev, Alexey N. Fedorenko, Nadezhda Zvartau
2020	—	`conf`	Prediction of Childbirth Mortality Using Machine Learning. pHealth Oleg G. Metsker, Georgy D. Kopanitsa, Ekaterina V. Bolgova
2020	—	`conf`	Prediction of a Due Date Based on the Pregnancy History Data Using Machine Learning. pHealth Oleg G. Metsker, Georgy D. Kopanitsa, Eduard Komlichenko, Maria Yanushanets, Ekaterina V. Bolgova
2020	—	`conf`	Risk Factors for Chronic Diabetes Patients. MIE Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa
2020	—	`conf`	Stroke ICU Patient Mortality Day Prediction. ICCS (4) Oleg G. Metsker, Vozniuk Igor, Georgy D. Kopanitsa, Elena Morozova, Prohorova Maria
2020	—	`conf`	Survival Analysis of COVID-19 Patients in Russia Using Machine Learning. pHealth Oleg G. Metsker, Georgy D. Kopanitsa, Alexey N. Yakovlev, Karlina Veronika, Nadezhda Zvartau
2019	—	`conf`	Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling. pHealth Ksenia Balabaeva, Sergey V. Kovalchuk, Oleg G. Metsker
2019	—	`conf`	Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning. pHealth Oleg G. Metsker, Alexey N. Yakovlev, Aleksandr Ilin, Sergey V. Kovalchuk
2019	—	`conf`	Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. pHealth Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk
2019	—	`conf`	Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox. ICCS (5) Oleg G. Metsker, Sergey Kesarev, Ekaterina V. Bolgova, Kirill Golubev, Andrey N. Karsakov, Alexey N. Yakovlev, Sergey V. Kovalchuk
2019	—	`conf`	Natural Language Processing of Russian Court Decisions for Digital Indicators Mapping for Oversight Process Control Efficiency: Disobeying a Police Officer Case. EGOSE Oleg G. Metsker, Egor Trofimov, Sofia Grechishcheva
2018	J	`jnl`	A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. Complex. Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2018	J	`jnl`	A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. CoRR Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2018	—	`conf`	Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. CENTERIS/ProjMAN/HCist Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk
2018	—	`conf`	Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection. INSCI Workshops Oleg G. Metsker, Sergey A. Sikorskiy, Anna A. Semakova, Alexey V. Krikunov, Marina A. Balakhontceva, Natalia B. Melnikova, Sergey V. Kovalchuk
2018	—	`conf`	Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients. CENTERIS/ProjMAN/HCist Oleg G. Metsker, Alexey N. Yakovlev, Ekaterina V. Bolgova, Andrei Vasin, Sergey V. Kovalchuk
2018	—	`conf`	Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases. ICCS (3) Sergey A. Sikorskiy, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk
2018	J	`jnl`	Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. J. Biomed. Informatics Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
2018	—	`conf`	Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control. EGOSE Oleg G. Metsker, Egor Trofimov, Sergey A. Sikorskiy, Sergey V. Kovalchuk
2018	—	`conf`	Towards management of complex modeling through a hybrid evolutionary identification. GECCO (Companion) Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2017	—	`conf`	Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems. CENTERIS/ProjMAN/HCist Ekaterina V. Bolgova, Nadezhda E. Zvartau, Sergey V. Kovalchuk, Marina A. Balakhontceva, Oleg G. Metsker
2017	J	`jnl`	Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. CoRR Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev