Alexey N. Yakovlev

21 papers Misc 2Journal 6Unranked 13
YearRankTypeTitle / 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
2025 J jnl
Modelling diversity in hospital strategies in city-scale ambulance dispatching with coupled game-theoretic model and discrete-event simulation.
J. Biomed. Informatics
Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk
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
2022 J jnl
Modelling Hospital Strategies in City-Scale Ambulance Dispatching.
CoRR
Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk
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 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
Risk Factors for Chronic Diabetes Patients.
MIE
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy D. Kopanitsa
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
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
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
2018 J jnl
Distributed data-driven platform for urgent decision making in cardiological ambulance control.
Future Gener. Comput. Syst.
Sergey V. Kovalchuk, Evgeniy Krotov, Pavel A. Smirnov, Denis A. Nasonov, Alexey N. Yakovlev
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
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 — conf
Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching.
ICCS (1)
Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev
2017 Misc conf
Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making.
ICCS
Ivan Derevitskiy, Evgeniy Krotov, Daniil V. Voloshin, Alexey N. Yakovlev, Sergey V. Kovalchuk, Vladislav A. Karbovskii
2016 Misc conf
Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes.
ICCS
Alexey V. Krikunov, Ekaterina V. Bolgova, Evgeniy Krotov, Tesfamariam M. Abuhay, Alexey N. Yakovlev, Sergey V. Kovalchuk