Výsledky vyhledávání - "Yakovlev, A N"

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Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis

Autor: Abuhay, Tesfamariam M, Getinet, Yemisrach G, Metsker, Oleg G, Yakovlev, Alexey N, Kovalchuk, Sergey V

Healthcare systems are challenged to deliver high-quality and efficient care. Studying patient flow in a hospital is particularly fundamental as it demonstrates effectiveness and efficiency of a hospital. Since hospital is a collection of physically

Externí odkaz: http://arxiv.org/abs/2004.09290

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Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways

Autor: Funkner, Anastasia A., Yakovlev, Aleksey N., Kovalchuk, Sergey V.

The paper proposes and investigates an approach for surrogate-assisted performance prediction of data-driven knowledge discovery algorithms. The approach is based on the identification of surrogate models for prediction of the target algorithm's qual

Externí odkaz: http://arxiv.org/abs/2004.01123

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Akademický článek

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

Autor: Kovalchuk, Sergey V., Funkner, Anastasia A., Metsker, Oleg G., Yakovlev, Aleksey N.

Introduction: An approach to building a hybrid simulation of patient flow is introduced with a combination of data-driven methods for automation of model identification. The approach is described with a conceptual framework and basic methods for comb

Externí odkaz: http://arxiv.org/abs/1702.07733

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