Predicting the epidemiological trend of acute hemorrhagic conjunctivitis in China using Bayesian structural time-series modelArticle Published on 2024-07-292024-09-05 Journal: Scientific Reports [Category] update2024, [키워드] Acute hemorrhagic conjunctivitis ARIMA BSTS Diseases epidemic trends Forecast Medical research [DOI] 10.1038/s41598-024-68624-z PMC 바로가기 [Article Type] Article
Infodemiology of Influenza-like Illness: Utilizing Google Trends’ Big Data for Epidemic SurveillanceArticle Published on 2024-03-272024-09-05 Journal: Journal of Clinical Medicine [Category] update2024, [키워드] ARIMA big data deep learning Google Trends influenza-like illness infodemiology [DOI] 10.3390/jcm13071946 PMC 바로가기 [Article Type] Article
A deep learning-based approach for predicting COVID-19 diagnosisResearch Article Published on 2024-03-232024-09-05 Journal: Heliyon [Category] update2024, [키워드] ARIMA artificial intelligence Forecasting machine learning mathematical model Time series [DOI] 10.1016/j.heliyon.2024.e28031 PMC 바로가기 [Article Type] Research Article
Comparison of simulation and predictive efficacy for hemorrhagic fever with renal syndrome incidence in mainland China based on five time series modelsPublic Health Original Research Published on 2024-02-282024-09-05 Journal: Frontiers in public health [Category] update2024, [키워드] ARIMA CNN HFRS LSTM NARX [DOI] 10.3389/fpubh.2024.1365942 PMC 바로가기 [Article Type] Public Health Original Research
Time series analysis and short-term forecasting of monkeypox outbreak trends in the 10 major affected countriesResearch Published on 2024-01-022024-09-05 Journal: BMC Infectious Diseases [Category] update2024, [키워드] ARIMA Forecasting Monkeypox Time Series Modelling Viral transmission [DOI] 10.1186/s12879-023-08879-5 PMC 바로가기 [Article Type] Research
Time series prediction for the epidemic trends of monkeypox using the ARIMA, exponential smoothing, GM (1, 1) and LSTM deep learning methodsArticle Published on 2023-04-012023-06-10 Journal: The Journal of General Virology [Category] 원숭이두창, [키워드] ARIMA exponential smoothing GM (1, 1) LSTM Monkeypox [DOI] 10.1099/jgv.0.001839
Predicting monkeypox incidence: Fear is not over!Article Published on 2023-03-012023-06-10 Journal: The Journal of Infection [Category] Fulltext, 원숭이두창, [키워드] ARIMA Infectious diseases Monkeypox prediction [DOI] 10.1016/j.jinf.2022.12.021 PMC 바로가기
Prediction of global omicron pandemic using ARIMA, MLR, and Prophet modelsArticle Published on 2022-10-282022-11-16 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 변종, [키워드] ARIMA Characteristics confirmed case COVID-19 database evaluated incidence Infectious disease MAE mean absolute error MLR omicron outbreak pandemic prediction Research Sample size selected variant were used [DOI] 10.1038/s41598-022-23154-4 PMC 바로가기
Early Detection of SARS-CoV-2 Epidemic Waves: Lessons from the Syndromic Surveillance in Lombardy, ItalyArticle Published on 2022-09-282022-11-15 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] alarm ARIMA average coded detect detection diagnoses Early detection emergency department evaluated EWMA models Frequency Health Italy lesson Local lombardy Occurrence outlier pandemic predictor Regression model respiratory symptom respiratory symptoms SARS-CoV-2 SARS-CoV-2 epidemic SARS-CoV-2 infections Surveillance syndrome Syndromic surveillance [DOI] 10.3390/ijerph191912375 PMC 바로가기
Forecasting daily Covid-19 cases in the world with a hybrid ARIMA and neural network modelResearch article Published on 2022-09-012022-10-05 Journal: Applied Soft Computing [Category] 변종, [키워드] ARIMA Combination COVID-19 disease Epidemiology Forecasting greater Hybrid model increase in linear management methodology Metrics MLP network model Neural Nurse predict provided resource Structure vaccination [DOI] 10.1016/j.asoc.2022.109315 [Article Type] Research article