1. Repository of Kharkiv National Medical University

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PreviewIssue DateTitleAuthor(s)
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
ChumachenkoD_ChumachenkoT.pdf.jpg2022-03-25Impact of war on the dynamics of COVID-19 in UkraineChumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
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
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
2. Chumachenko_Bazilevych_Meniailov_Chumachenko.pdf.jpg2021Cluster Analysis of the COVID-19 Epidemic Process in UkraineChumachenko, D.; Bazilevych, K.; Meniailov, Ievgen; Chumachenko, Tatyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
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
2022Simulation of the COVID-19 Epidemic Process: Investigation of a Deterministic Approach and a Machine Learning ModelMohammadi, A.; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Meniailov, I.; Bazilevich, K.; Chumachenko, D.
2022Comparative assessment of the manifestations of the epidemic process of influenza and acute respiratory viral infections in the epidemic seasons of 2019-2020 and 2020-2021 in Kharkiv oblastKarlova, Tetyana; Toryanik, K.; Zvereva, N.; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
2022COVID-19 Epidemic Process Model Based on Recurrent Neural NetworksChumachenko, D.; Butkevyvh, M.; Meniailov, I.; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2022-10-30Multiagent simulation model of the COVID-19 epidemic process with social factorsSalun, Olga; Chumachenko, Dmytro; Muradyan, Olena; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна

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