A COVID-19 Pandemic Artificial Intelligence–Based System With Deep Learning Forecasting and Automatic Statistical Data Acquisition: Development and Implementation StudyOriginal Paper Published on 2021-05-202022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] Accuracy ARIMA artificial artificial intelligence Automatic average Canada caused center changes in confirmed COVID-19 case continuous measure Control country COVID-19 COVID-19 epidemic COVID-19 pandemic Data visualization database death deep deep learning demonstrated develop development Engineering Epidemic evaluate facilitate Forecasting globe heat map include information Johns Hopkins University learning Local machine learning MAE mean absolute error measure Measures memory objective offer outbreak Oxford pandemic Predictive reached response Result School Science South Korea statistical statistical analysis Support System the disease the United State Time series University of Oxford vaccination variations website were used World Health Organization [DOI] 10.2196/27806 PMC 바로가기 [Article Type] Original Paper
Health Sufficiency Indicators for Pandemic MonitoringArticle Published on 2021-05-182022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] accumulated addition affected applied arising Care Characteristics comparison country COVID-19 COVID-19 disease disease evaluate Evolution First wave fusion of information Health health system health systems hospital ward hospitals ICU Indicator indicators information International introduced measure monitoring National Occupancy outbreak pandemic performed Potential Ratio regions Spanish the disease Time series to define Transmission worldwide pandemic [DOI] 10.3390/ijerph18105358 PMC 바로가기 [Article Type] Article
On-site Dining in Tokyo During the COVID-19 Pandemic: Time Series Analysis Using Mobile Phone Location DataOriginal Paper Published on 2021-05-112022-10-31 Journal: JMIR mHealth and uHealth [Category] COVID-19, SARS, [키워드] 95% CI analyzed Assessing association changes changes in confirmed case COVID-19 COVID-19 epidemic driving effective Epidemic Factor human behavior identify implementation incidence of COVID-19 increase in Infection Infectious disease location measure Mobile mobile phone Mobility Mobility data number objective on-site dining Population protection public health public health and social measures reduce reductions in Reproduction number Result second wave Sery Seven significantly significantly increased symptom onset time time lag Time series Tokyo trajectory Transmission Volume Weekly were used [DOI] 10.2196/27342 PMC 바로가기 [Article Type] Original Paper
Utilization of Inpatient Mental Health Care in the Rhineland During the COVID-19 PandemicPublic Health Published on 2021-04-302022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] acute phase Admission age alteration Analysis analyzed association Care change changes in conducted Council COVID-19 COVID-19 pandemic database diagnose diagnoses diagnostic Effect Gender groups health-care hospital Hospital admission in-patient and day patient mental healthcare increases in Inpatient material Mental Mental Disorders mental health nine occurred pandemic Patient positive Psychiatric reductions in Regional Rhineland social distancing tested Time series utilization were assessed with COVID-19 [DOI] 10.3389/fpubh.2021.593307 PMC 바로가기 [Article Type] Public Health
SARIMA-modelled greater severity and mortality during the 2010/11 post-pandemic influenza season compared to the 2009 H1N1 pandemic in English hospitalsComparative Study Published on 2021-04-012023-06-24 Journal: International Journal of Infectious Diseases [Category] 신종인플루엔자, [키워드] H1N1 hospitalizations Mortality Pandemics Time series [DOI] 10.1016/j.ijid.2021.01.070 [Article Type] Comparative Study
COVID-19 lockdown and fatal motor vehicle collisions due to speed-related traffic violations in Japan: a time-series studyArticle Published on 2021-02-012023-07-06 Journal: Injury prevention : journal of the International Society for Child and [Category] SARS, [키워드] Behaviour Mortality motor vehicle � occupant speed Time series [DOI] 10.1136/injuryprev-2020-043947
Effects of the COVID-19 Pandemic on Spontaneous Reporting: Global and National Time-series Analyses코로나19 팬데믹이 자발적 보고에 미치는 영향: 글로벌 및 국내 시계열 분석Article Published on 2021-02-012022-09-11 Journal: Clinical therapeutics [Category] SARS, 치료기술, [키워드] adverse drug events Analysis analyzed Care change coronavirus COVID-19 COVID-19 pandemic database declined disrupt driven by Effect event events Follow-up Follow-up analysis Future Generalizability hcp Health Health care Hypothesis include increases in Japan medical system Model National negatively affected pandemic Patient patients Pfizer Pharmaceutical Company Practitioner prevalent question remained reported Reporting Research Serious Adverse Event Serious Adverse Events Spontaneous spontaneous reporting statistical statistically Stress Taiwan Time series Total [DOI] 10.1016/j.clinthera.2020.12.008 PMC 바로가기 [Article Type] Article
Excess Deaths during Influenza and Coronavirus Disease and Infection-Fatality Rate for Severe Acute Respiratory Syndrome Coronavirus 2, the NetherlandsResearch Published on 2021-02-012022-10-31 Journal: Emerging Infectious Diseases [Category] COVID-19, MERS, [키워드] averaged comparable comparison complement coronavirus coronavirus 2 coronavirus disease COVID-19 COVID-19 epidemic death disease Epidemic Epidemics estimate excess excess deaths Infection-fatality rate Influenza influenza epidemic influenza pandemic influenza viruses laboratory-confirmed Measures monitoring Mortality mortality rate Netherland occurred Rate reported respiratory respiratory infections SARS-CoV-2 seasonality severe acute respiratory syndrome coronavirus 2 Surveillance The Netherlands Time series trends viruses zoonoses [DOI] 10.3201/eid2702.202999 PMC 바로가기 [Article Type] Research
Forecasting of salmonellosis epidemic proces in Ukraine using autoregressive integrated moving average modelarticle Published on 2020-12-312024-09-01 Journal: Przegl Epidemiol [Category] 살모넬라증, [키워드] autocorrelation graphs autoregressive moving average model (ARIMA) exponential smoothing model Prognosis salmonellosis incidence Time series validated model [Article Type] article
Time Trends of the Public’s Attention Toward Suicide During the COVID-19 Pandemic: Retrospective, Longitudinal Time-Series StudyOriginal Paper Published on 2020-12-302022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] Analysis association Attention Canada Clarifying clinical setting correlated country Course COVID-19 COVID-19 pandemic crisis determine effort elicited Evidence Google Google Trends Health care system help ideation increased risk infodemiology infoveillance Intervention knowledge longitudinal Mental mental health Netherland New objective pandemic Patient platform positive Result retrospective school closure significant difference significantly statistically suggested Suicide the epidemic the United State time Time series time trend trend United Kingdom was performed was used [DOI] 10.2196/24694 PMC 바로가기 [Article Type] Original Paper