Alexey N. Yakovlev

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 16

Top Topics

Decision Making

Electronic Health Records

Machine Learning

Top Venues

CENTERIS/ProjMAN/HCist

Publications

Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk
Modelling Hospital Strategies in City-Scale Ambulance Dispatching. CoRR (2022)
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, 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)
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)
Oleg G. Metsker, Kirill Magoev, Stanislav Yanishevskiy, Alexey N. Yakovlev, Georgy Kopanitsa
Risk Factors for Chronic Diabetes Patients. MIE (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)
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, Evgeniy Krotov, Pavel A. Smirnov, Denis A. Nasonov, Alexey N. Yakovlev
Distributed data-driven platform for urgent decision making in cardiological ambulance control. Future Gener. Comput. Syst. 79 (2018)
Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev
Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching. ICCS (1) (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)
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)
Ivan Derevitskiy, Evgeniy Krotov, Daniil V. Voloshin, Alexey N. Yakovlev, Sergey V. Kovalchuk, Vladislav A. Karbovskii
Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making. ICCS (2017)
Alexey V. Krikunov, Ekaterina V. Bolgova, Evgeniy Krotov, Tesfamariam M. Abuhay, Alexey N. Yakovlev, Sergey V. Kovalchuk
Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes. ICCS (2016)