Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes. - Alexey V. Krikunov; Ekaterina V. Bolgova; Evgeniy Krotov; Tesfamariam M. Abuhay; Alexey N. Yakovlev; Sergey V. Kovalchuk (ICCS, 2016)

Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making. - Ivan Derevitskiy; Evgeniy Krotov; Daniil V. Voloshin; Alexey N. Yakovlev; Sergey V. Kovalchuk; Vladislav A. Karbovskii (ICCS, 2017)

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 (CENTERIS/ProjMAN/HCist, 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 (CENTERIS/ProjMAN/HCist, 2018)

Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching. - Sergey V. Kovalchuk; Mariia A. Moskalenko; Alexey N. Yakovlev (ICCS (1), 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 (ICCS (3), 2018)

Distributed data-driven platform for urgent decision making in cardiological ambulance control. - Sergey V. Kovalchuk; Evgeniy Krotov; Pavel A. Smirnov; Denis A. Nasonov; Alexey N. Yakovlev (Future Gener. Comput. Syst., 2018)

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 (ICCS (5), 2019)

Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning. - Oleg G. Metsker; Alexey N. Yakovlev; Aleksandr Ilin; Sergey V. Kovalchuk (pHealth, 2019)

Risk Factors for Chronic Diabetes Patients. - Oleg G. Metsker; Kirill Magoev; Stanislav Yanishevskiy; Alexey N. Yakovlev; Georgy D. Kopanitsa (MIE, 2020)

Modelling of COVID-19 Morbidity in Russia. - Georgy D. Kopanitsa; Oleg G. Metsker; Alexey N. Yakovlev; Alexey N. Fedorenko; Nadezhda Zvartau (pHealth, 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 (pHealth, 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 (pHealth, 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 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)

Modelling Hospital Strategies in City-Scale Ambulance Dispatching. - Xinyu Fu 008; Valeria V. Krzhizhanovskaya; Alexey N. Yakovlev; Sergey V. Kovalchuk (CoRR, 2022)

Prognostic Value of Ceramide Dynamics in Patients with Acute Coronary Syndrome. - 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 (EFMI-STC, 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 (pHealth, 2024)

Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images. - Dmitrii Evtyukhov; Georgy D. Kopanitsa; Oleg G. Metsker; Aleksandr Mogilevskii; Alexey N. Yakovlev; Sergey V. Kovalchuk (ICCS (Workshops 2), 2025)

Modelling diversity in hospital strategies in city-scale ambulance dispatching with coupled game-theoretic model and discrete-event simulation. - Xinyu Fu 008; Valeria V. Krzhizhanovskaya; Alexey N. Yakovlev; Sergey V. Kovalchuk (J. Biomed. Informatics, 2025)