1. Repository of Kharkiv National Medical University

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PreviewIssue DateTitleAuthor(s)
ChumachenkoD_Piletskiy_Sukhorukova_ChumachenkoT.pdf.jpg2022-04-23Predictive Model of Lyme Disease Epidemic Process Using Machine Learning ApproachChumachenko, Dmytro; Piletskiy, Pavlo; Sukhorukova, Marya; Chumachenko, Tetyana
ИК.pdf.jpg2015Modern pertussis epidemic process in Ukraine and surveillance for pertussisРоманенко, Т.А.
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
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
2022-10-30Multiagent simulation model of the COVID-19 epidemic process with social factorsSalun, Olga; Chumachenko, Dmytro; Muradyan, Olena; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2022Barriers of COVID-19 vaccination in Ukraine during the war: the simulation study using arima modelChumachenko, Dmytro; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна; Kirinovych, Nataliia; Meniailov, Ievgen; Muradyan, Olena; Salun, Olga
2022Impact of war on COVID-19 pandemic in Ukraine: the simulation studyChumachenko, Dmytro; Pyrohov, Pavlo; Meniailov, Ievgen; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна; Чумаченко, Татьяна Александровна
2023Assessing the impact of the Russian war in Ukraine on COVID-19 transmission in Spain: a machine learning-based studyChumachenko, Dmytro; Pudkina, Tetiana; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2023-06-28Challenges in interpretation of epidemic process simulation models resultsChumachenko, Tetyana; Чумаченко, Тетяна Олександрівна
2023The Framework of Estimation of the Impact of the Russian War on the Infectious Diseases SpreadingChumachenko, Dmytro; Чумаченко, Дмитро; Chumachenko, Tetyana; Чумаченко, Тетяна Олександрівна

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