Development of an Early Alert System for an Additional Wave of COVID-19 Cases Using a Recurrent Neural Network with Long Short-Term Memory
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
- Abhinav Vepa & Amer Saleem & Kambiz Rakhshan & Alireza Daneshkhah & Tabassom Sedighi & Shamarina Shohaimi & Amr Omar & Nader Salari & Omid Chatrabgoun & Diana Dharmaraj & Junaid Sami & Shital Parekh &, 2021. "Using Machine Learning Algorithms to Develop a Clinical Decision-Making Tool for COVID-19 Inpatients," IJERPH, MDPI, vol. 18(12), pages 1-22, June.
- Adam Kaplin & Caesar Junker & Anupama Kumar & Mary Anne Ribeiro & Eileen Yu & Michael Wang & Ted Smith & Shesh N Rai & Aruni Bhatnagar, 2021. "Evidence and magnitude of the effects of meteorological changes on SARS-CoV-2 transmission," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-16, February.
- Dyani Lewis, 2021. "Superspreading drives the COVID pandemic — and could help to tame it," Nature, Nature, vol. 590(7847), pages 544-546, February.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Jiecheng Song & Guanchao Tong & Wei Zhu, 2023. "A Detecting System for Abrupt Changes in Temporal Incidence Rate of COVID-19 and Other Pandemics," Stats, MDPI, vol. 6(3), pages 1-11, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Hannah Carver & Tracey Price & Danilo Falzon & Peter McCulloch & Tessa Parkes, 2022. "Stress and Wellbeing during the COVID-19 Pandemic: A Mixed-Methods Exploration of Frontline Homelessness Services Staff Experiences in Scotland," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
- Xiao Chen & Hanwei Huang & Jiandong Ju & Ruoyan Sun & Jialiang Zhang, 2022.
"Endogenous cross-region human mobility and pandemics,"
CEP Discussion Papers
dp1860, Centre for Economic Performance, LSE.
- Chen, Xiao & Huang, Hanwei & Ju, Jiandong & Sun, Ruoyan & Zhang, Jialiang, 2022. "Endogenous cross-region human mobility and pandemics," LSE Research Online Documents on Economics 117907, London School of Economics and Political Science, LSE Library.
- Yekaterina Chzhen & Jennifer Symonds & Dympna Devine & Júlia Mikolai & Susan Harkness & Seaneen Sloan & Gabriela Martinez Sainz, 2022. "Learning in a Pandemic: Primary School children’s Emotional Engagement with Remote Schooling during the spring 2020 Covid-19 Lockdown in Ireland," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(4), pages 1517-1538, August.
- Mirko Licchetta & Giovanni Mattozzi & Rafal Raciborski & Rupert Willis, 2022. "Economic Adjustment in the Euro Area and the United States during the COVID-19 Crisis," European Economy - Discussion Papers 160, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
- Lucia Freira & Marco Sartorio & Cynthia Boruchowicz & Florencia Lopez Boo & Joaquin Navajas, 2021. "The interplay between partisanship, forecasted COVID-19 deaths, and support for preventive policies," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-10, December.
- Galil, Koresh & Varon, Eva, 2024. "National culture and banks stock volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
- Hammond, James & Siegal, Kim & Milner, Daniel & Elimu, Emmanuel & Vail, Taylor & Cathala, Paul & Gatera, Arsene & Karim, Azfar & Lee, Ja-Eun & Douxchamps, Sabine & Tu, Mai Thanh & Ouma, Emily & Lukuyu, 2022. "Perceived effects of COVID-19 restrictions on smallholder farmers: Evidence from seven lower- and middle-income countries," Agricultural Systems, Elsevier, vol. 198(C).
- Beckles, Jamila & Jackman, Mahalia, 2024. "Financial worry and government responses to the COVID-19 pandemic in 88 Countries: Did public confidence in National Governments matter?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
- Winfree, Paul, 2023. "The long-run effects of temporarily closing schools: Evidence from Virginia, 1870s-1910s," QUCEH Working Paper Series 23-02, Queen's University Belfast, Queen's University Centre for Economic History.
- Xu,Yuanwei & Delius,Antonia Johanna Sophie & Pape,Utz Johann, 2022. "Gender Differences in Household Coping Strategies for COVID-19 in Kenya," Policy Research Working Paper Series 9959, The World Bank.
- Christoph Lindner & Ibolya Kotta & Eszter Eniko Marschalko & Kinga Szabo & Kinga Kalcza-Janosi & Jan Retelsdorf, 2022. "Increased Risk Perception, Distress Intolerance and Health Anxiety in Stricter Lockdowns: Self-Control as a Key Protective Factor in Early Response to the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(9), pages 1-22, April.
- Elmarie Nel & Andrew MacLachlan & Ollie Ballinger & Hugh Cole & Megan Cole, 2023. "Data-Driven Decision Making in Response to the COVID-19 Pandemic: A City of Cape Town Case Study," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
- Juan Grigera, 2022. "Adding Insult to Injury: The COVID‐19 Crisis Strikes Latin America," Development and Change, International Institute of Social Studies, vol. 53(6), pages 1335-1361, November.
- Valentina Aprigliano & Alessandro Borin & Francesco Paolo Conteduca & Simone Emiliozzi & Marco Flaccadoro & Sabina Marchetti & Stefania Villa, 2021. "Forecasting Italian GDP growth with epidemiological data," Questioni di Economia e Finanza (Occasional Papers) 664, Bank of Italy, Economic Research and International Relations Area.
- Maximilien Chaumon & Pier-Alexandre Rioux & Sophie K. Herbst & Ignacio Spiousas & Sebastian L. Kübel & Elisa M. Gallego Hiroyasu & Şerife Leman Runyun & Luigi Micillo & Vassilis Thanopoulos & Esteban , 2022. "The Blursday database as a resource to study subjective temporalities during COVID-19," Nature Human Behaviour, Nature, vol. 6(11), pages 1587-1599, November.
- Daryna Grechyna, 2024.
"Elections and policies: Evidence from the Covid pandemic,"
Kyklos, Wiley Blackwell, vol. 77(3), pages 812-831, August.
- Daryna Grechyna, 2023. "Elections and Policies: Evidence from the Covid Pandemic," CESifo Working Paper Series 10544, CESifo.
- Daryna Grechyna, 2023. "Elections and Policies. Evidence from the Covid Pandemic," ThE Papers 23/08, Department of Economic Theory and Economic History of the University of Granada..
- Kaba, Mustafa & Koyuncu, Murat & Schneider, Sebastian O. & Sutter, Matthias, 2024.
"Social norms, political polarization, and vaccination attitudes: Evidence from a survey experiment in Turkey,"
European Economic Review, Elsevier, vol. 168(C).
- Mustafa Kaba & Murat Koyuncu & Sebastian O. Schneider & Matthias Sutter, 2023. "Social Norms, Political Polarization, and Vaccination Attitudes: Evidence from a Survey Experiment in Turkey," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2023_08, Max Planck Institute for Research on Collective Goods.
- Kellner, Adrian & Martinussen, Pål Erling & Feiring, Eli, 2023. "Don't stand so close to me: Perceptions of others’ compliance with COVID-19 recommendations and support for strict policy measures in Norway," Health Policy, Elsevier, vol. 136(C).
- Yang Han & Jacqueline C. K. Lam & Victor O. K. Li & Jon Crowcroft, 2024. "Interpretable AI-driven causal inference to uncover the time-varying effects of PM2.5 and public health interventions on COVID-19 infection rates," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
- Zhaohui Su & Ali Cheshmehzangi & Dean McDonnell & Junaid Ahmad & Sabina Šegalo & Yu-Tao Xiang & Claudimar Pereira da Veiga, 2022. "The Advantages of the Zero-COVID-19 Strategy," IJERPH, MDPI, vol. 19(14), pages 1-13, July.
More about this item
Keywords
COVID-19; South Africa; early detection; crisis management; daily case prediction; Recurrent Neural Network with Long Short-Term Memory;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:14:p:7376-:d:591815. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.