Cargando…

Development of an Early Alert System for an Additional Wave of COVID-19 Cases Using a Recurrent Neural Network with Long Short-Term Memory

The impact of the still ongoing “Coronavirus Disease 2019” (COVID-19) pandemic has been and is still vast, affecting not only global human health and stretching healthcare facilities, but also profoundly disrupting societal and economic systems worldwide. The nature of the way the virus spreads caus...

Descripción completa

Detalles Bibliográficos
Autores principales:	Stevenson, Finn, Hayasi, Kentaro, Bragazzi, Nicola Luigi, Kong, Jude Dzevela, Asgary, Ali, Lieberman, Benjamin, Ruan, Xifeng, Mathaha, Thuso, Dahbi, Salah-Eddine, Choma, Joshua, Kawonga, Mary, Mbada, Mduduzi, Tripathi, Nidhi, Orbinski, James, Mellado, Bruce, Wu, Jianhong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307714/ https://www.ncbi.nlm.nih.gov/pubmed/34299827 http://dx.doi.org/10.3390/ijerph18147376

Ejemplares similares

Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa
por: Mellado, Bruce, et al.
Publicado: (2021)

Management of hospital beds and ventilators in the Gauteng province, South Africa, during the COVID-19 pandemic
por: Alavinejad, Mahnaz, et al.
Publicado: (2022)

Big data- and artificial intelligence-based hot-spot analysis of COVID-19: Gauteng, South Africa, as a case study
por: Lieberman, Benjamin, et al.
Publicado: (2023)

Leveraging an epidemic–economic mathematical model to assess human responses to COVID-19 policies and disease progression
por: Avusuglo, Wisdom S., et al.
Publicado: (2023)

Estimation of epidemiological parameters and ascertainment rate from early transmission of COVID-19 across Africa
por: Han, Qing, et al.
Publicado: (2023)

A cross-country analysis of macroeconomic responses to COVID-19 pandemic using Twitter sentiments
por: Nia, Zahra Movahedi, et al.
Publicado: (2022)

Nowcasting unemployment rate during the COVID-19 pandemic using Twitter data: The case of South Africa
por: Nia, Zahra Movahedi, et al.
Publicado: (2022)

Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database
por: Movahedi Nia, Zahra, et al.
Publicado: (2023)

Public sentiments toward COVID-19 vaccines in South African cities: An analysis of Twitter posts
por: Ogbuokiri, Blessing, et al.
Publicado: (2022)

Harnessing Artificial Intelligence to assess the impact of nonpharmaceutical interventions on the second wave of the Coronavirus Disease 2019 pandemic across the world
por: Tao, Sile, et al.
Publicado: (2022)

Leveraging artificial intelligence to optimize COVID-19 robust spread and vaccination roll-out strategies in Southern Africa
por: Mathaha, Thuso, et al.
Publicado: (2022)

Illicit Drug Use in Canada and Implications for Suicidal Behaviors, and Household Food Insecurity: Findings from a Large, Nationally Representative Survey
por: Bragazzi, Nicola Luigi, et al.
Publicado: (2021)

Planetary sleep medicine: Studying sleep at the individual, population, and planetary level
por: Bragazzi, Nicola Luigi, et al.
Publicado: (2022)

Trends and Regional Variation in Prevalence of Cardiovascular Risk Factors and Association With Socioeconomic Status in Canada, 2005-2016
por: Dai, Haijiang, et al.
Publicado: (2021)

Gynecology Meets Big Data in the Disruptive Innovation Medical Era: State-of-Art and Future Prospects
por: Khamisy-Farah, Rola, et al.
Publicado: (2021)

COVID-19 in Ontario Long-term Care Facilities Project, a manually curated and validated database
por: Kaur, Mahakprit, et al.
Publicado: (2023)

The impact of non-pharmaceutical interventions, demographic, social, and climatic factors on the initial growth rate of COVID-19: A cross-country study
por: Duhon, Jacqueline, et al.
Publicado: (2021)

The anomalous production of multi-lepton and its impact on the measurement of $Wh$ production at the LHC
por: Hernandez, Yesenia, et al.
Publicado: (2019)

Assessing Inequities in COVID-19 Vaccine Roll-Out Strategy Programs: A Cross-Country Study Using a Machine Learning Approach
por: Kazemi, Mehrdad, et al.
Publicado: (2022)

Dataset of non-pharmaceutical interventions and community support measures across Canadian universities and colleges during COVID-19 in 2020
por: Ahmed, Haleema, et al.
Publicado: (2022)

Development of the 12-Item Social Media Disinformation Scale and its Association With Social Media Addiction and Mental Health Related to COVID-19 in Tunisia: Survey-Based Pilot Case Study
por: Guelmami, Noomen, et al.
Publicado: (2021)

Off-label drug use during the COVID-19 pandemic in Africa: topic modelling and sentiment analysis of ivermectin in South Africa and Nigeria as a case study
por: Movahedi Nia, Z., et al.
Publicado: (2023)

Leveraging Responsible, Explainable, and Local Artificial Intelligence Solutions for Clinical Public Health in the Global South
por: Kong, Jude Dzevela, et al.
Publicado: (2023)

Regional and socioeconomic disparities in cardiovascular disease in Canada during 2005–2016: evidence from repeated nationwide cross-sectional surveys
por: Dai, Haijiang, et al.
Publicado: (2021)

Harnessing Big Data, Smart and Digital Technologies and Artificial Intelligence for Preventing, Early Intercepting, Managing, and Treating Psoriatic Arthritis: Insights From a Systematic Review of the Literature
por: Bragazzi, Nicola Luigi, et al.
Publicado: (2022)

Search for resonant $WZ\rightarrow \ell\nu \ell^{\prime}\ell^{\prime}$ production in Proton-Proton Collisions at $\mathbf{\sqrt{s} = 13}~TeV$ with the ATLAS Detector, and Performance studies of the sFCal granularity as a proposed replacement for the ATLAS Forward Calorimeter at HL-LHC.
por: Dahbi, Salah-Eddine
Publicado: (2019)

Knowing the unknown: The underestimation of monkeypox cases. Insights and implications from an integrative review of the literature
por: Bragazzi, Nicola Luigi, et al.
Publicado: (2022)

Effect of COVID-19 on the Number of CT-scans and MRI Services of Public Hospitals in Iran: An Interrupted Time Series Analysis
por: Heydarian, Mohammad, et al.
Publicado: (2021)

Big Data in Cardiology: State-of-Art and Future Prospects
por: Dai, Haijiang, et al.
Publicado: (2022)

A Bibliometric Network Analysis of Recent Publications on Digital Agriculture to Depict Strategic Themes and Evolution Structure
por: Sott, Michele Kremer, et al.
Publicado: (2021)

The Determinants of the Low COVID-19 Transmission and Mortality Rates in Africa: A Cross-Country Analysis
por: Bouba, Yagai, et al.
Publicado: (2021)

COVID-19 Pandemic Related Research in Africa: Bibliometric Analysis of Scholarly Output, Collaborations and Scientific Leadership
por: Mbogning Fonkou, Maxime Descartes, et al.
Publicado: (2021)

Burden of Respiratory Infection and Tuberculosis Among US States from 1990 to 2019
por: Zhong, Wen, et al.
Publicado: (2021)

Functional status in the COVID-19 era: ALERT, ALERT, ALERT!
por: Marques, A.
Publicado: (2021)

Health Effects of Metabolic Risks in the United States From 1990 to 2019
por: Chen, Ruifang, et al.
Publicado: (2022)

Studying the mixed transmission in a community with age heterogeneity: COVID-19 as a case study
por: Wang, Xiaoying, et al.
Publicado: (2022)

A Twitter dataset for Monkeypox, May 2022()
por: Nia, Zahra M., et al.
Publicado: (2023)

Well-being and quality of life in people with disabilities practicing sports, athletes with disabilities, and para-athletes: Insights from a critical review of the literature
por: Puce, Luca, et al.
Publicado: (2023)

Optimal Reopening Pathways With COVID-19 Vaccine Rollout and Emerging Variants of Concern
por: Xiao, Yanyu, et al.
Publicado: (2021)

The Immunization Alert™
por: Jekel, James F.
Publicado: (1988)

Cannot write session to /tmp/vufind_sessions/sess_49s4oce0hs07grkk1389nps4r7