1. Repository of Kharkiv National Medical University

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PreviewIssue DateTitleAuthor(s)
2023The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases SpreadingChumachenko, Dmytro; Чумаченко, Дмитро; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2023Effective Utilization of Data for Predicting COVID-19 Dynamics: An Exploration through Machine Learning ModelsChumachenko, Dmytro; Чумаченко, Дмитро Ігорович; Dudkina, Tetiana; Дудкіна, Тетяна; Yakovlev, Sergiy; Яковлев, Сергій; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
ChumachenkoD_MeniailovI_BazilevychK_ChumachenkoT_YakovlevS.pdf.jpg2022-05-30Investigation of Statistical Machine Learning Models for COVID-19 Epidemic Process Simulation: Random Forest, K-Nearest Neighbors, Gradient BoostingChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Yakovlev, Sergey
Boyko_Chumachenko_Chumachenko_Lvov_Lytovchenko_Muradyan_Zholtkevych.pdf.jpg2021-09-20The Concept of Decisions Support System to Mitigate the COVID-19 Pandemic Consequences based on Social and Epidemic Processes Intelligent AnalysisBoyko, Dmytro; Chumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Lvov, Sergey; Lytovchenko, Artem; Muradyan, Olena; Zholtkevych, Grygoriy
Meniailov_Howard_Bazilevych_Makhota_Chumachenko.pdf.jpg2021-11Ensemble machine learning method as a high accuracy approach to COVID-19 simulationChumachenko, Dmytro; Meniailov, Ievgen; Howard, Megan W.; Bazilevych, Kseniia; Makhota, Lyubov; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
Chumachenko_Meniailov_Bazilevich_Chumachenko.pdf.jpg2021-09-28Agent-based simulation as an effective tool for COVID-19 antiepidemic policy formationChumachenko, Dmytro; Meniailov, Ievgen; Bazilevych, Kseniia; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
Chumachenko_Baieva_Makhota_Ostapenko_Chumachenko.pdf.jpg2021-12-04Assessment of seroprevalence to SARS-COV-2 among blood plasma donors during the pre-vaccination stage of the COVID-19 pandemic in UkraineChumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Baieva, Maryna; Makhota, Lyubov; Ostapenko, Galina; Chumachenko, Dmytro
D.Chumachenko_T.Chumachenko_Meniailov_Muradyan_Zholtkevych.pdf.jpg2021-11-29Forecasting of COVID-19 Epidemic Process by Lasso RegressionChumachenko, Dmytro; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Meniailov, Ievgen; Muradyan, Olena; Zholtkevych, Grigoriy

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