Aleksey N. Yakovlev

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

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, 2017 .

Mortality Prediction Based on Echocardiographic Data and Machine Learning: CHF, CHD, Aneurism, ACS Cases

Oleg G. Metsker, Aleksey N. Yakovlev, Kirill Kutyrev, 2019 .

Towards evolutionary discovery of typical clinical pathways in electronic health records

Sergey V. Kovalchuk, Anastasia A. Funkner, Aleksey N. Yakovlev, 2017 .

Dynamic mortality prediction using machine learning techniques for acute cardiovascular cases

Sergey V. Kovalchuk, Oleg G. Metsker, Aleksey N. Yakovlev, 2018 .

Data-driven modeling of clinical pathways using electronic health records

Sergey V. Kovalchuk, Anastasia A. Funkner, Aleksey N. Yakovlev, 2017 .

Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling pdf

Sergey V. Kovalchuk, Anastasia A. Funkner, Aleksey N. Yakovlev, 2020, ArXiv.

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

Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, 2017, J. Biomed. Informatics.