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Epidemic intelligence to minimize 2019-nCoV’s public health, economic and social impact in Europe

Risultati finali

MetaData

Metadata describing the research data to facilitate re-use by other consortia and groups (attached to D1.3 in terms of the timeline with the same target users) after review by the steering committee Time of delivery - Update within 30 days of new data collection

Algorithms for nowcasting and short-term forecasting of 2019-nCoV epidemic

Software deliverable: Algorithms for nowcasting and short-term forecasting of 2019-nCoV epidemic (M3, target users: public health agencies, scientific community)

2019-nCoV data repository

Data repository containing all research data generated during the project (starting M1 with regular updates, target users: other EpiPose WP researchers, scientific community, PH authorities) for internal use as well as for sharing after review by the steering committee (see WP6). Updates within 30 days of new data collection

Real-time epidemic risk assessment tool

Real-time epidemic risk assessment tool (M1, target users: public health agencies, scientific community)

Updated Data lake with survey, platform and social media data provided
Report on impact of information exposure on collective attention

Report on impact of information exposure on collective attention (month 12)

Report summarising spread of co-circulating pathogens comparing meta-population models and IBM as part of O3.3

Report summarising spread of cocirculating pathogens comparing metapopulation models and IBM as part of O33

Inventory of results

Inventory of results (M 1-36 bi-monthly)

Report summarising dissemination activities year 2
Report on effect of 2019-nCoV on social contact patterns in 20 European populations

Report on effect of 2019nCoV on social contact patterns in European populations including results on the prolonged data collection in Belgium

Updated report on impact of information exposure on collective attention
report summarising dissemination activities year 3
Report summarising full set of interventions and comparison with modelling results based on Branching processes (O3.2)

Report summarising full set of interventions and comparison with modelling results based on Branching processes O32

Report summarising impact of interventions on co-circulation using the IBM, i.e. the results of O3.3.

Report summarising impact of interventions on cocirculation using the IBM ie the results of O33

Improved methods and estimates of 2019-nCoV epidemic

Improved methods and estimates of 2019-nCoV epidemic. We will provide robust methods that are insensitive to/or can identify occasional outliers, suffer little bias and are most informative for public health decision making. Target users: public health agencies, scientific community)

Report summarising spread of 2019-nCoV in Europe from models in O3.1

Report summarising spread of 2019-nCoV in Europe from models in O3.1.

Dissemination plan

Dissemination plan to implement Task 6.1 (dissemination of methods and results) 6.2 (outreach to national and international stakeholders) and 6.3 (Communication via social media, newspapers etc)

Report summarizing real time updates under task 5.1 and 5.2

report summarizing real time updates under task 5.1 (disease burden and associated resource use) and 5.2 (macro-economic impact)

Report summarising dissemination activities year 1
Report summarizing task 5.1 and 5.2 activities

report summarizing task 5.1(disease burden and associated resource use) and 5.2 (macro-economic impact)

Final report summarizing accomplished task5.1, 5.2 and 5.3 activities

Final report summarizing accomplished task 51 disease burden resource use 52 macroeconomid impact and 53 costeffectiveness analysis activities

Report on the drivers of adherence with social distancing within and between different countries and on insights into differences in populations' risk perception based on quantitative analysis in extended Task 4.1.

Report on the drivers of adherence with social distancing within and between different countries and on insights into differences in populations risk perception based on quantitative analysis in extended Task 41

A detailed quantitative comparison of the efficacy of different combinations of social distance measures across most European countries as measured through real-time tracking of the reproduction number

Report on a detailed quantitative comparison of the efficacy of different combinations of social distance measures across most European countries as measured through realtime tracking of the reproduction number

Updated report on impact of information exposure on collective attention
Report summarising impact of initial set of interventions
Complete epidemiological assessment of 2019-nCoV epidemic

Epidemiological assessment during epidemic and in the aftermath of the epidemic Target users public health agencies scientific community

Interim activity report
Advice to public health

Advice to PH authorities in and outside the consortium on what data to collect (e.g. advisory documents, contribution to working groups) (M1 with regular updates, target users: other EpiPose WP researchers, scientific community, PH authorities)

modules on social contact patterns and risk behaviours to be integrated within participating Influenzanet partners

development of modules on social contact patterns and risk behaviours to be integrated within participating Influenzanet partners

Project website

Public website available to release updates of project outputs to lay public and press, when and where deemed appropriate by the SC.

Pubblicazioni

Real-time monitoring of COVID-19 dynamics using automated trend fitting and anomaly detection

Autori: Thibaut Jombart, Stéphane Ghozzi, Dirk Schumacher, Timothy J. Taylor, Quentin J. Leclerc, Mark Jit, Stefan Flasche, Felix Greaves, Tom Ward, Rosalind M. Eggo, Emily Nightingale, Sophie Meakin, Oliver J. Brady, Centre for Mathematical Modelling of Infectious Diseases COVID-19 Working Group, Graham F. Medley, Michael Höhle, and W. John Edmunds
Pubblicato in: The royal society B, 2021, ISSN 0962-8436
Editore: Royal Society of London
DOI: 10.1098/rstb.2020.0266

Dynamics of non-household contacts during the COVID-19 pandemic in 2020 and 2021 in the Netherlands

Autori: Jantien A. Backer, Laurens Bogaardt, Philippe Beutels, Pietro Coletti, W. John Edmunds, Amy Gimma, Cheyenne C. E. van Hagen, Niel Hens, Christopher I. Jarvis, Eric R. A. Vos, James Wambua, Denise Wong, Kevin van Zandvoort & Jacco Wallinga
Pubblicato in: Scientific Reports, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-023-32031-7

Occurrence and transmission potential of asymptomatic and presymptomatic SARS-CoV-2 infections: A living systematic review and meta-analysis

Autori: Diana Buitrago-Garcia, Dianne Egli-Gany, Michel J. Counotte, Stefanie Hossmann, Hira Imeri, Aziz Mert Ipekci, Georgia Salanti, Nicola Low
Pubblicato in: PLOS Medicine, Numero 17/9, 2020, Pagina/e e1003346, ISSN 1549-1676
Editore: PLOS Medicine
DOI: 10.1371/journal.pmed.1003346

The impact of local and national restrictions in response to COVID-19 on social contacts in England: a longitudinal natural experiment

Autori: Christopher I. Jarvis, Amy Gimma, Kevin van Zandvoort, Kerry L. M. Wong, W. John Edmunds
Pubblicato in: BMC Medicine, Numero 19/1, 2021, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-021-01924-7

Estimation of SARS-CoV-2 mortality during the early stages of an epidemic: A modeling study in Hubei, China, and six regions in Europe

Autori: Anthony Hauser, Michel J. Counotte, Charles C. Margossian, Garyfallos Konstantinoudis, Nicola Low, Christian L. Althaus, Julien Riou
Pubblicato in: PLOS Medicine, Numero 17/7, 2020, Pagina/e e1003189, ISSN 1549-1676
Editore: PLOS
DOI: 10.1371/journal.pmed.1003189

How can early stage economic evaluation help guide research for future vaccines?

Autori: Newall AT, Beutels P, Tuffaha HW, Hall PS, Jit M
Pubblicato in: Vaccine, 2022, ISSN 0264-410X
Editore: Elsevier BV
DOI: 10.1016/j.vaccine.2021.11.017

Models of COVID-19 vaccine prioritisation: a systematic literature search and narrative review

Autori: Nuru Saadi; Y-Ling Chi; Srobana Ghosh; Rosalind M Eggo; Ciara V McCarthy; Matthew Quaife; Jeanette Dawa; Jeanette Dawa; Mark Jit; Anna Vassall
Pubblicato in: BMC Med, Numero 1, 2021, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1101/2021.06.21.21259104

Long-term health-related quality of life in non-hospitalised COVID-19 cases with confirmed SARS-CoV-2 infection in England: Longitudinal analysis and cross-sectional comparison with controls

Autori: Sandmann FG, Tessier E, Lacy J, Kall M, Van Leeuwen E, Charlett A, Eggo RM, Dabrera G, Edmunds WJ, Ramsay M, Campbell H, Amirthalingam G, Jit M.
Pubblicato in: Clin Infect Dis, 2022, ISSN 1537-6591
Editore: Oxford University Press
DOI: 10.1093/cid/ciac151

Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data

Autori: Nicolas Franco; Pietro Coletti; Lander Willem; Leonardo Angeli; Adrien Lajot; Abrams Steven; Philippe Beutels; Christel Faes; Niel Hens
Pubblicato in: Plos Computational Biology, Numero 1, 2022, ISSN 1553-7358
Editore: Plos
DOI: 10.1101/2021.10.10.21264753

Impact of physical distancing measures against COVID-19 on contacts and mixing patterns: repeated cross-sectional surveys, the Netherlands, 2016–17, April 2020 and June 2020

Autori: Jantien A Backer, Liesbeth Mollema, Eric RA Vos, Don Klinkenberg, Fiona RM van der Klis, Hester E de Melker, Susan van den Hof, Jacco Wallinga
Pubblicato in: Eurosurveillance, Numero 26/8, 2021, ISSN 1560-7917
Editore: Eurosurveillance
DOI: 10.2807/1560-7917.es.2021.26.8.2000994

Continuous population-level monitoring of SARSCoV-2 seroprevalence in a large Europeanmetropolitan region

Autori: Marc Emmenegger, Elena De Cecco, David Lamparter, Raphaël P. B. Jacquat, Julien Riou, Dominik Menges, Tala Ballouz, Daniel Ebner, Mathias M. Schneider, Itzel Condado Morales, Berre Doğançay, Jingjing Guo, Anne Wiedmer, Julie Domange, Marigona Imeri, Rita Moos, Chryssa Zografou, Leyla Batkitar, Lidia Madrigal, Dezirae Schneider, Chiara Trevisan, Andres Gonzalez-Guerra, Alessandra Carrella, Ir
Pubblicato in: iScience, 2023, ISSN 2589-0042
Editore: Cell Press Elsevier Inc.
DOI: 10.1016/j.isci.2023.105928

Global, regional, and national estimates of the population at increased risk of severe COVID-19 due to underlying health conditions in 2020: a modelling study

Autori: Andrew Clark, Mark Jit, Charlotte Warren-Gash, Bruce Guthrie, Harry H X Wang, Stewart W Mercer, Colin Sanderson, Martin McKee, Christopher Troeger, Kanyin L Ong, Francesco Checchi, Pablo Perel, Sarah Joseph, Hamish P Gibbs, Amitava Banerjee, Rosalind M Eggo, Emily S Nightingale, Kathleen O'Reilly, Thibaut Jombart, W John Edmunds, Alicia Rosello, Fiona Yueqian Sun, Katherine E Atkins, Nikos I Bosse
Pubblicato in: The Lancet Global Health, Numero 8/8, 2020, Pagina/e e1003-e1017, ISSN 2214-109X
Editore: Elsevier BV
DOI: 10.1016/s2214-109x(20)30264-3

Comparing human and model-based forecasts of COVID-19 in Germany and Poland

Autori: Nikos I. Bosse ,Sam Abbott,Johannes Bracher,Habakuk Hain,Billy J. Quilty,Mark Jit,Centre for the Mathematical Modelling of Infectious Diseases COVID-19 Working Group,Edwin van Leeuwen,Anne Cori,Sebastian Funk
Pubblicato in: PLOS Computational Biology, 2022, ISSN 1553-734X
Editore: Public Library of Science
DOI: 10.1371/journal.pcbi.1010405

A look into the future of the COVID-19 pandemic in Europe: an expert consultation

Autori: Emil Nafis Iftekhar, Viola Priesemann,a Rudi Balling, Simon Bauer,a Philippe Beutels, André Calero Valdez, Sarah Cuschieri, Thomas Czypionka, Uga Dumpis, Enrico Glaab, Eva Grill,Claudia Hanson, Pirta Hotulainen, Peter Klimek, Mirjam Kretzschmar, Tyll Krüger, Jenny Krutzinna, Nicola Low, Helena Machado, Carlos Martins, Martin McKee, Sebastian Bernd Mohr, Armin Nassehi, Matjaž Perc, Elena Petelos
Pubblicato in: The Lancet Regional Health, 2021, ISSN 0140-6736
Editore: The Lancet Publishing Group
DOI: 10.1016/j.lanepe.2021.100185

Quantifying the impact of physical distance measures on the transmission of COVID-19 in the UK

Autori: Christopher I. Jarvis, Kevin Van Zandvoort, Amy Gimma, Kiesha Prem, Petra Klepac, G. James Rubin, W. John Edmunds
Pubblicato in: BMC Medicine, Numero 18/1, 2020, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-020-01597-8

Time between Symptom Onset, Hospitalisation and Recovery or Death: Statistical Analysis of Belgian COVID-19 Patients

Autori: Christel Faes, Steven Abrams, Dominique Van Beckhoven, Geert Meyfroidt, Erika Vlieghe, Niel Hens
Pubblicato in: International Journal of Environmental Research and Public Health, Numero 17/20, 2020, Pagina/e 7560, ISSN 1660-4601
Editore: International Journal of Environmental Research and Public Health
DOI: 10.3390/ijerph17207560

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

Autori: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Pubblicato in: EPJ Data Science, Numero 10/1, 2021, ISSN 2193-1127
Editore: EPJ Data Science
DOI: 10.1140/epjds/s13688-021-00284-9

Multi-country collaboration in responding to global infectious disease threats: lessons for Europe from the COVID-19 pandemic

Autori: Jit M, Ananthakrishnan A, McKee M, Wouters OJ, Beutels P, Teerawattananon Y.
Pubblicato in: The Lancet Regional Health - Europe, 2021, ISSN 2666-7762
Editore: Elsivier
DOI: 10.1016/j.lanepe.2021.100221

Estimating the generation interval for coronavirus disease (COVID-19) based on symptom onset data, March 2020

Autori: Tapiwa Ganyani, Cécile Kremer, Dongxuan Chen, Andrea Torneri, Christel Faes, Jacco Wallinga, Niel Hens
Pubblicato in: Eurosurveillance, Numero 25/17, 2020, ISSN 1560-7917
Editore: Eurosurveillance
DOI: 10.2807/1560-7917.es.2020.25.17.2000257

Implications of the school-household network structure on SARS-CoV-2 transmission under school reopening strategies in England

Autori: James D. Munday, Katharine Sherratt, Sophie Meakin, Akira Endo, Carl A. B. Pearson, Joel Hellewell, Sam Abbott, Nikos I. Bosse, CMMID COVID-19 Working Group, Katherine E. Atkins, Jacco Wallinga, W. John Edmunds, Albert Jan van Hoek & Sebastian Funk
Pubblicato in: Nature Communications, 2021, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-021-22213-0

Optimal health and economic impact of non-pharmaceutical intervention measures prior and post vaccination in England: a mathematical modelling study

Autori: Michael J. Tildesley; Anna Vassall; Steven Riley; Mark Jit; Frank Sandmann; Edward M. Hill; Robin N. Thompson; Benjamin D. Atkins; John Edmunds; Louise Dyson; Matt J. Keeling
Pubblicato in: Royal Society Open Science, Numero 1, 2022, ISSN 2054-5703
Editore: Royal Society
DOI: 10.1098/rsos.211746

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.

Autori: Franziska Hufsky; Kevin Lamkiewicz; Alexandre Almeida; Abdel Aouacheria; Cecilia N. Arighi; Alex Bateman; Jan Baumbach; Niko Beerenwinkel; Christian Brandt; Marco Cacciabue; Sara Chuguransky; Oliver Drechsel; Robert D. Finn; Adrian Fritz; Stephan Fuchs; Georges Hattab; Anne-Christin Hauschild; Dominik Heider; Marie Hoffmann; Martin Hölzer; Stefan Hoops; Lars Kaderali; Ioanna Kalvari; Max von Klei
Pubblicato in: Brief Bioinform, Numero 39, 2021, ISSN 1477-4054
Editore: Oxford University Press
DOI: 10.1093/bib/bbaa232

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile

Autori: Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leo Ferres, Alessandro Vespignani, Nicola Perra
Pubblicato in: Nature Communications, Numero 12/1, 2021, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-021-22601-6

Survival among people hospitalized with COVID-19 in Switzerland: a nationwide population-based analysis

Autori: Nanina Anderegg, Radoslaw Panczak, Matthias Egger, Nicola Low, and Julien Riou
Pubblicato in: BMC Medicine, 2022, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-022-02364-7

Poor self-reported adherence to COVID-19-related quarantine/isolation requests, Norway, April to July 2020

Autori: Steens Anneke, Freiesleben de Blasio Birgitte, Veneti Lamprini, Gimma Amy, Edmunds W John, Van Zandvoort Kevin, Jarvis Christopher I, Forland Frode, Robberstad Bjarne.
Pubblicato in: Eurosurveillance, 2020, ISSN 1560-7917
Editore: ECDC
DOI: 10.2807/1560-7917.es.2020.25.37.2001607

A data-driven metapopulation model for the Belgian COVID-19 epidemic: assessing the impact of lockdown and exit strategies

Autori: Pietro Coletti, Pieter Libin, Oana Petrof, Lander Willem, Steven Abrams, Sereina A. Herzog, Christel Faes, Elise Kuylen, James Wambua, Philippe Beutels, Niel Hens
Pubblicato in: BMC Infectious Diseases, Numero 21/1, 2021, ISSN 1471-2334
Editore: BioMed Central
DOI: 10.1186/s12879-021-06092-w

A Data-Driven Simulation of the Exposure Notification Cascade for Digital Contact Tracing of SARS-CoV-2 in Zurich, Switzerland

Autori: Dominik Menges, Hélène E. Aschmann, André Moser, Christian L. Althaus, Viktor von Wyl
Pubblicato in: Jama Network Open, 2021, ISSN 0098-7484
Editore: American Medical Association
DOI: 10.1001/jamanetworkopen.2021.8184

Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics

Autori: Pieter J. K. Libin, Lander Willem, Timothy Verstraeten, Andrea Torneri, Joris Vanderlocht, Niel Hens
Pubblicato in: PLOS Computational Biology, Numero 17/3, 2021, Pagina/e e1008688, ISSN 1553-7358
Editore: PLOS Computational Biology
DOI: 10.1371/journal.pcbi.1008688

The impact of COVID-19 vaccination in prisons in England and Wales: a metapopulation model

Autori: Ciara V. McCarthy, Oscar O’Mara, Edwin van Leeuwen, CMMID COVID-19 Working Group, Mark Jit & Frank Sandmann
Pubblicato in: BMC Public Health, 2022, ISSN 1471-2458
Editore: BioMed Central
DOI: 10.1186/s12889-022-13219-4

Risk factors associated with the incidence of self-reported COVID-19-like illness: data from a web-based syndromic surveillance system in the Netherlands

Autori: Scott A. McDonald, Cees C. van den Wijngaard, Cornelia C. H. Wielders, Ingrid H. M. Friesema, Loes Soetens, Daniela Paolotti, Susan van den Hof, Albert Jan van Hoek
Pubblicato in: Epidemiology and Infection, 2021, ISSN 0950-2688
Editore: Cambridge University Press
DOI: 10.1017/s0950268821001187

Modelling the medium-term dynamics of SARS-CoV-2 transmission in England in the Omicron era

Autori: Ciara McCarthy; Nikos I. Bosse; Christopher Jarvis; Nicholas Davies; Sam Abbott; Stefan Flasche; Mark Jit; Billy Quilty; Yang Liu; Simon Procter
Pubblicato in: Nature Communications, Numero 1, 2022, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-022-32404-y

Assessing real-world vaccine effectiveness against severe forms of SARS-CoV-2 infection: an observational study from routine surveillance data in Switzerland

Autori: Nanina Anderegg, Christian L. Althaus, Samuel Colin, Anthony Hausera, Anne Laube, Mirjam Mäusezahl, Moritz Wagner, Biagio Zaffora, Julien Rioua
Pubblicato in: Swiss Medical Weekly, 2022, ISSN 1424-7860
Editore: EMH Swiss Medical Publishers Ltd
DOI: 10.4414/smw.2022.w30163

A prospect on the use of antiviral drugs to control local outbreaks of COVID-19

Autori: Andrea Torneri, Pieter Libin, Joris Vanderlocht, Anne-Mieke Vandamme, Johan Neyts, Niel Hens
Pubblicato in: BMC Medicine, Numero 18/1, 2020, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-020-01636-4

Estimating the asymptomatic proportion of SARS-CoV-2 infection in the general population: Analysis of nationwide serosurvey data in the Netherlands.

Autori: Scott A. McDonald; Fuminari Miura; Eric R.A. Vos; Michiel van Boven; Hester E. de Melker; Fiona R. M. van der Klis; Rob van Binnendijk; Gerco den Hartog; Jacco Wallinga
Pubblicato in: European Journal of Epidemiology, Numero 1, 2021, ISSN 0393-2990
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10654-021-00768-y

Pregnancy during COVID-19: social contact patterns and vaccine coverage of pregnant women from CoMix in 19 European countries

Autori: Kerry L. M. Wong, Amy Gimma, Enny S. Paixao, CoMix Europe Working Group, Christel Faes, Philippe Beutels, Niel Hens, Christopher I. Jarvis & W. John Edmunds
Pubblicato in: BMC Pregnancy and child birth, 2022, ISSN 1471-2393
Editore: BioMed Central
DOI: 10.1186/s12884-022-05076-1

The impact of Covid-19, associated behaviours and policies on the UK economy: A computable general equilibrium model

Autori: Marcus R. Keogh-Brown, Henning Tarp Jensen, W. John Edmunds, Richard D. Smith
Pubblicato in: SSM - Population Health, Numero 12, 2020, Pagina/e 100651, ISSN 2352-8273
Editore: ScienceDirect
DOI: 10.1016/j.ssmph.2020.100651

Determinants of RSV epidemiology following suppression through pandemic contact restrictions

Autori: Mihaly Koltai, Fabienne Krauer, David Hodgson, Edwin van Leeuwen, Marina Treskova-Schwarzbach, Mark Jit, Stefan Flasche
Pubblicato in: Epidemics, 2022, ISSN 1755-4365
Editore: Elsevier BV
DOI: 10.1016/j.epidem.2022.100614

Are People Optimistically Biased about the Risk of COVID-19 Infection? Lessons from the First Wave of the Pandemic in Europe

Autori: Kathleen McColl, Marion Debin, Cecile Souty, Caroline Guerrisi, Clement Turbelin, Alessandra Falchi, Isabelle Bonmarin, Daniela Paolotti, Chinelo Obi, Jim Duggan, Yamir Moreno, Ania Wisniak, Antoine Flahault, Thierry Blanchon, Vittoria Colizza, Jocelyn Raude
Pubblicato in: Environmental Research and Public Health, 2022, ISSN 1660-4601
Editore: MDPI
DOI: 10.3390/ijerph19010436

Ceci n'est pas un lit. Base capacity healthcare matters in a pandemic

Autori: Philippe Beutels, Frederik Verelst
Pubblicato in: The Lancet Regional Health - Europe, Numero 2, 2021, Pagina/e 100033, ISSN 2666-7762
Editore: The Lancet Regional Health - Europe
DOI: 10.1016/j.lanepe.2021.100033

The effect of travel restrictions on the geographical spread of COVID-19 between large cities in China: a modelling study

Autori: Billy J. Quilty, Charlie Diamond, Yang Liu, Hamish Gibbs, Timothy W. Russell, Christopher I. Jarvis, Kiesha Prem, Carl A. B. Pearson, Samuel Clifford, Stefan Flasche, CMMID COVID-19 working group, Petra Klepac, Rosalind M. Eggo & Mark Jit
Pubblicato in: BMC Medicine, 2020, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-020-01712-9

Can COVID-19 symptoms as reported in a large-scale online survey be used to optimise spatial predictions of COVID-19 incidence risk in Belgium?

Autori: Thomas Neyens, Christel Faes, Maren Vranckx, Koen Pepermans, Niel Hens, Pierre Van Damme, Geert Molenberghs, Jan Aerts, Philippe Beutels
Pubblicato in: Spatial and Spatio-temporal Epidemiology, Numero 35, 2020, Pagina/e 100379, ISSN 1877-5845
Editore: Elsevier BV
DOI: 10.1016/j.sste.2020.100379

Dynamic interventions to control COVID-19 pandemic: a multivariate prediction modelling study comparing 16 worldwide countries

Autori: Rajiv Chowdhury, Kevin Heng, Md Shajedur Rahman Shawon, Gabriel Goh, Daisy Okonofua, Carolina Ochoa-Rosales, Valentina Gonzalez-Jaramillo, Abbas Bhuiya, Daniel Reidpath, Shamini Prathapan, Sara Shahzad, Christian L. Althaus, Nathalia Gonzalez-Jaramillo, Oscar H. Franco
Pubblicato in: European Journal of Epidemiology, Numero 35/5, 2020, Pagina/e 389-399, ISSN 0393-2990
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10654-020-00649-w

Quarantine and testing strategies in contact tracing for SARS-CoV-2: a modelling study

Autori: Billy J Quilty MSc, Samuel Clifford PhD, Joel Hellewell PhD, Timothy W Russell PhD, Adam J Kucharski PhD, Prof Stefan Flasche, Prof W John Edmunds
Pubblicato in: The Lancet Public Health, 2021, ISSN 2468-2667
Editore: Elsevier ltd.
DOI: 10.1016/s2468-2667(20)30308-x

The impact of non-pharmaceutical interventions on SARS-CoV-2 transmission across 130 countries and territories

Autori: Yang Liu, Christian Morgenstern, James Kelly, Rachel Lowe, Mark Jit
Pubblicato in: BMC Medicine, Numero 19/1, 2021, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-020-01872-8

Socioeconomic position and the COVID-19 care cascade from testing to mortality in Switzerland: a population-based analysis

Autori: Julien Riou, Radoslaw Panczak, Christian L Althaus, Christoph Junker, Damir Perisa, Katrin Schneider, Nicola G Criscuolo, Nicola Low, Matthias Egger
Pubblicato in: The Lancet, 2021, ISSN 0140-6736
Editore: The Lancet Publishing Group
DOI: 10.1016/s2468-2667(21)00160-2

Estimating number of cases and spread of coronavirus disease (COVID-19) using critical care admissions, United Kingdom, February to March 2020

Autori: Mark Jit, Thibaut Jombart, Emily S Nightingale, Akira Endo, Sam Abbott, W John Edmunds
Pubblicato in: Eurosurveillance, Numero 25/18, 2020, ISSN 1560-7917
Editore: Eurosurveillance
DOI: 10.2807/1560-7917.es.2020.25.18.2000632

Projecting contact matrices in 177 geographical regions: An update and comparison with empirical data for the COVID-19 era

Autori: Kiesha Prem,Kevin van Zandvoort,Petra Klepac,Rosalind M. Eggo,Nicholas G. Davies,Centre for the Mathematical Modelling of Infectious Diseases COVID-19 Working Group ,Alex R. Cook,Mark Jit
Pubblicato in: Plos Computational Biology, 2021, ISSN 1553-7358
Editore: Plos
DOI: 10.1371/journal.pcbi.1009098

The influence of risk perceptions on close contact frequency during the SARS-CoV-2 pandemic

Autori: James Wambua, Lisa Hermans, Pietro Coletti, Frederik Verelst, Lander Willem, Christopher I. Jarvis, Amy Gimma, Kerry L. M. Wong, Adrien Lajot, Stefaan Demarest, W. John Edmunds, Christel Faes, Philippe Beutels, Niel Hens
Pubblicato in: Scientific reports, 2022, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-022-09037-8

Shorter serial intervals in SARS-CoV-2 cases with Omicron BA.1 variant compared with Delta variant, the Netherlands, 13 to 26 December 2021

Autori: Jantien A Backer, Dirk Eggink, Stijn P Andeweg, Irene K Veldhuijzen, Noortje van Maarseveen, Klaas Vermaas, Boris Vlaemynck, Raf Schepers, Susan van den Hof, Chantal BEM Reusken, Jacco Wallinga
Pubblicato in: Eurosurveillance, 2022, ISSN 1025-496X
Editore: Centre Europeen pour la Surveillance Epidemiologique du SIDA

The potential health and economic value of SARS-CoV-2 vaccination alongside physical distancing in the UK: a transmission model-based future scenario analysis and economic evaluation

Autori: Frank G Sandmann, Nicholas G Davies, Anna Vassall, W John Edmunds, Mark Jit, Fiona Yueqian Sun, C Julian Villabona-Arenas, Emily S Nightingale, Alicia Showering, Gwenan M Knight, Katharine Sherratt, Yang Liu, Kaja Abbas, Sebastian Funk, Akira Endo, Joel Hellewell, Alicia Rosello, Rachel Lowe, Matthew Quaife, Amy Gimma, Oliver Brady, Jack Williams, Simon R Procter, Rosalind M Eggo, Yung-Wai Desmond
Pubblicato in: The Lancet Infectious Diseases, Numero 21/7, 2021, Pagina/e 962-974, ISSN 1473-3099
Editore: The Lancet Publishing Group
DOI: 10.1016/s1473-3099(21)00079-7

CoMix: comparing mixing patterns in the Belgian population during and after lockdown

Autori: Pietro Coletti, James Wambua, Amy Gimma, Lander Willem, Sarah Vercruysse, Bieke Vanhoutte, Christopher I. Jarvis, Kevin Van Zandvoort, John Edmunds, Philippe Beutels, Niel Hens
Pubblicato in: Scientific Reports, Numero 10/1, 2020, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-020-78540-7

Individual factors influencing COVID-19 vaccine acceptance in between and during pandemic waves (July–December 2020)

Autori: Sara Valckx, Jonas Crèvecoeur, Frederik Verelst, Maren Vranckx, Greet Hendrickx, NielHens, Pierre Van Damme, Koen Pepermans , Philippe Beutels, Thomas Neyens
Pubblicato in: Vaccine, 2022, ISSN 0264-410X
Editore: Elsevier BV
DOI: 10.1016/j.vaccine.2021.10.073

Quantification of the spread of SARS-CoV-2 variant B.1.1.7 in Switzerland

Autori: Chaoran Chen, Sarah Ann Nadeau, Ivan Topolsky, Marc Manceau, Jana S. Huismana, Kim Philipp Jablonski, Lara Fuhrmanna, David Dreifuss, Katharina Jahna, Christiane Beckmann, Maurice Redondo, Christoph Noppen, Lorenz Rische, Martin Risch, Nadia Wohlwend, Sinem Kas, Thomas Bodmer, Tim Roloff, Tanja Stadler
Pubblicato in: Epidemics, 2021, ISSN 1755-4365
Editore: Elsevier BV
DOI: 10.1016/j.epidem.2021.100480

Serial Intervals for SARS-CoV-2 Omicron and Delta Variants, Belgium, November 19–December 31

Autori: Cécile Kremer, Toon Braeye, Kristiaan Proesmans, Emmanuel André, Andrea Torneri, and Niel Hens
Pubblicato in: Emerging Infectious Diseases, 2022, ISSN 1080-6059
Editore: Centers for Disease Control and Prevention
DOI: 10.3201/eid2808.220220

Optimizing Benefits of Testing Key Workers for Infection with SARS-CoV-2: A Mathematical Modeling Analysis

Autori: Frank G Sandmann, Peter J White, Mary Ramsay, Mark Jit
Pubblicato in: Clinical Infectious Diseases, 2020, ISSN 1058-4838
Editore: University of Chicago Press
DOI: 10.1093/cid/ciaa901

Impact of non-pharmaceutical interventions on SARS-CoV-2 outbreaks in English care homes: a modelling study

Autori: Rosello, Alicia; Barnard, Rosanna,; Smith, David,; Evans, Stephanie; Grimm, Fiona; Davies, Nicholas,; Deeny, Sarah,; Knight, Gwenan,; Edmunds, W. John
Pubblicato in: BMC Infectious Diseases, 2022, ISSN 1471-2334
Editore: BioMed Central
DOI: 10.1186/s12879-022-07268-8

Determinants of basic childhood vaccination coverage in European and OECD countries

Autori: Vladimira Varbanova, Frederik Verelst, Niel Hens & Philippe Beutels
Pubblicato in: Human Vaccines & Immunotherapeutics, 2022, ISSN 2164-5515
Editore: Landes Bioscience
DOI: 10.1080/21645515.2022.2123883

Controlling SARS-CoV-2 in schools using repetitive testing strategies

Autori: Andrea Torneri, Lander Willem, Vittoria Colizza, Cécile Kremer, Christelle Meuris, Gilles Darcis, Niel Hens, Pieter Libin
Pubblicato in: eLife, 2022, ISSN 2050-084X
Editore: eLife Sciences Publications
DOI: 10.7554/elife.75593

COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown

Autori: Emanuele Pepe, Paolo Bajardi, Laetitia Gauvin, Filippo Privitera, Brennan Lake, Ciro Cattuto, Michele Tizzoni
Pubblicato in: Scientific Data, Numero 7/1, 2020, ISSN 2052-4463
Editore: Nature
DOI: 10.1038/s41597-020-00575-2

Estimated transmissibility and impact of SARS-CoV-2 lineage B.1.1.7 in England

Autori: Nicholas G. Davies, Sam Abbott, Rosanna C. Barnard, Christopher I. Jarvis, Adam J. Kucharski, James D. Munday, Carl A. B. Pearson, Timothy W. Russell, Damien C. Tully, Alex D. Washburne, Tom Wenseleers, Amy Gimma, William Waites, Kerry L. M. Wong, Kevin van Zandvoort, Justin D. Silverman, Karla Diaz-Ordaz, Ruth Keogh, Rosalind M. Eggo, Sebastian Funk, Mark Jit, Katherine E. Atkins, W. John Edmunds
Pubblicato in: Science, Numero 372/6538, 2021, Pagina/e eabg3055, ISSN 0036-8075
Editore: American Association for the Advancement of Science
DOI: 10.1126/science.abg3055

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

Autori: Woskie LR, Hennessy J, Espinosa V, Tsai TC, Vispute S, Jacobson BH, Cattuto C, Gauvin L, Tizzoni M, Fabrikant A, Gadepalli K, Boulanger A, Pearce A, Kamath C, Schlosberg A, Stanton C, Bavadekar S, Abueg M, Hogue M, Oplinger A, Chou K, Corrado G, Shekel T, Jha AK, Wellenius GA, Gabrilovich E.
Pubblicato in: Plos One, 2021, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/journal.pone.0253071

Placing a value on increased flexible vaccine manufacturing capacity for future pandemics

Autori: Anthony T. Newall, Philippe Beutels, Zoltán Kis, Adrian Towse, and Mark Jitf,
Pubblicato in: Vaccine, 2023, ISSN 0264-410X
Editore: Elsevier BV
DOI: 10.1016/j.vaccine.2023.02.065

Impact of cross-border-associated cases on the SARS-CoV-2 epidemic in Switzerland during summer 2020 and 2021

Autori: Martina L. Reichmuth, Emma B. Hodcroft, Julien Riou, Richard A. Neher, Niel Hens, Christian L. Althaus
Pubblicato in: Epidemics, 2022, ISSN 1755-4365
Editore: Elsevier BV
DOI: 10.1016/j.epidem.2022.100654

Spread of a SARS-CoV-2 variant through Europe in the summer of 2020

Autori: Emma B. Hodcroft, Moira Zuber, Sarah Nadeau, Timothy G. Vaughan, Katharine H. D. Crawford, Christian L. Althaus, Martina L. Reichmuth, John E. Bowen, Alexandra C. Walls, Davide Corti, Jesse D. Bloom, David Veesler, David Mateo, Alberto Hernando, Iñaki Comas, Fernando González-Candelas, SeqCOVID-SPAIN consortium, Tanja Stadler & Richard A. Neher
Pubblicato in: Nature, 2021, ISSN 1476-4687
Editore: Springer Nature
DOI: 10.1038/s41586-021-03677-y

Optimising health and economic impacts of COVID-19 vaccine prioritisation strategies in the WHO European Region: a mathematical modelling study

Autori: Yang Liu, Frank G. Sandmann, Rosanna C. Barnard, Carl A.B. Pearson, Roberta Pastore, Richard Pebody, Stefan Flasche, MarkJit
Pubblicato in: The Lancet Regional Health - Europe, 2022, ISSN 0140-6736
Editore: The Lancet Publishing Group
DOI: 10.1016/j.lanepe.2021.100267

Digital proximity tracing on empirical contact networks for pandemic control

Autori: G. Cencetti, G. Santin, A. Longa, E. Pigani, A. Barrat, C. Cattuto, S. Lehmann, M. Salathé, B. Lepri
Pubblicato in: Nature Communications, Numero 12/1, 2021, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-021-21809-w

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

Autori: Nicolò Gozzi, Michele Tizzani, Michele Starnini, Fabio Ciulla, Daniela Paolotti, André Panisson, Nicola Perra
Pubblicato in: Journal of Medical Internet Research, Numero 22/10, 2020, Pagina/e e21597, ISSN 1438-8871
Editore: Journal of medical Internet Research
DOI: 10.2196/21597

Impact of long-COVID on health-related quality of life in Japanese COVID-19 patients

Autori: Shinya Tsuzuki, Yusuke Miyazato, Mari Terada, Shinichiro Morioka, Norio Ohmagari & Philippe Beutels
Pubblicato in: Health and Quality of Life Outcomes, 2022, ISSN 1477-7525
Editore: BioMed Central
DOI: 10.1186/s12955-022-02033-6

Changes in social contacts in England during the COVID-19 pandemic between March 2020 and March 2021 as measured by the CoMix survey: A repeated cross-sectional study

Autori: Amy Gimma ,James D. Munday,Kerry L. M. Wong,Pietro Coletti,Kevin van Zandvoort,Kiesha Prem,CMMID COVID-19 working group ,Petra Klepac,G. James Rubin,Sebastian Funk,W. John Edmunds,Christopher I. Jarvis
Pubblicato in: Plos Medicine, 2022, ISSN 1549-1277
Editore: Public Library of Science
DOI: 10.1371/journal.pmed.1003907

Effectiveness of CoronaVac and BNT162b2 COVID-19 mass vaccination in Colombia: a population-based cohort study

Autori: Angel Paternina-Caicedo; Mark Jit; Nelson Alvis-Guzmán; Juan Carlos Fernández; José Hernández; Justo Jesus Paz-Wilches; José Rojas-Suarez; Carmelo Dueñas-Castell; Nelson J. Alvis-Zakzuk; Adrian D. Smith; Fernando De La Hoz-Restrepo
Pubblicato in: The Lancet Regional Health - Americas, Numero 1, 2022, ISSN 2667-193X
Editore: Elsevier
DOI: 10.1016/j.lana.2022.100296

Optimal vaccine allocation for COVID-19 in the Netherlands: a data-driven prioritization

Autori: Fuminari Miura; Ka Yin Leung; Don Klinkenberg; Kylie E. C. Ainslie; Jacco Wallinga
Pubblicato in: PLoS Computational Biology, Numero 1, 2021, ISSN 1553-7358
Editore: PLOS
DOI: 10.1101/2021.07.20.21260889

Laplacian-P-splines for Bayesian inference in the mixture cure model

Autori: Oswaldo Gressani, Christel Faes, Niel Hens
Pubblicato in: Statistics in Medicine, 2022, ISSN 0277-6715
Editore: John Wiley & Sons Inc.
DOI: 10.1002/sim.9373

Global and national estimates of the number of healthcare workers at high risk of SARS-CoV-2 infection

Autori: C.V. McCarthy, F.G. Sandmann, CMMID COVID-19 Working Group, M. Jit
Pubblicato in: The journal of Hospital Infection, 2021, ISSN 0195-6701
Editore: W. B. Saunders Co., Ltd.
DOI: 10.1016/j.jhin.2021.02.012

Attitudes towards booster, testing and isolation, and their impact on COVID-19 response in winter 2022/2023 in France, Belgium, and Italy: a cross-sectional survey and modelling study

Autori: Giulia de Meijere Eugenio Valdano Claudio Castellano Marion Debin Charly Kengne-Kuetche Clément Turbelin Harold Noël Joshua S. Weitz Daniela Paolotti Lisa Hermans Niel Hens Vittoria Colizza
Pubblicato in: The Lancet Regional Health Europe, 2023, ISSN 2666-7762
Editore: Elsevier Ltd.
DOI: 10.1016/j.lanepe.2023.100614

Rapid epidemic expansion of the SARS-CoV-2 Omicron variant in southern Africa

Autori: Raquel Viana, Sikhulile Moyo, Daniel G. Amoako, Houriiyah Tegally, Cathrine Scheepers, Christian L. Althaus, Ugochukwu J. Anyaneji, Phillip A. Bester, Maciej F. Boni, Mohammed Chand, Wonderful T. Choga, Rachel Colquhoun, Michaela Davids, Koen Deforche, Deelan Doolabh, Louis du Plessis, Susan Engelbrecht, Josie Everatt, Jennifer Giandhari, Marta Giovanetti, Diana Hardie, Verity Hill, Nei-Yuan Hsiao
Pubblicato in: Nature, 2022, ISSN 0028-0836
Editore: Nature Publishing Group

Indications for healthcare surge capacity in European countries facing an exponential increase in coronavirus disease (COVID-19) cases, March 2020

Autori: Frederik Verelst, Elise Kuylen, Philippe Beutels
Pubblicato in: Eurosurveillance, Numero 25/13, 2020, ISSN 1560-7917
Editore: Eurosurveillance
DOI: 10.2807/1560-7917.es.2020.25.13.2000323

Early evidence of effectiveness of digital contact tracing for SARS-CoV-2 in Switzerland

Autori: Marcel Salath, Christian Althaus, Nanina Anderegg, Daniele Antonioli, Tala Ballouz, Edouard Bugnon, Srdjan apkun, Dennis Jackson, Sang-Il Kim, Jim Larus, Nicola Low, Wouter Lueks, Dominik Menges, Cdric Moullet, Mathias Payer, Julien Riou, Theresa Stadler, Carmela Troncoso, Effy Vayena, Viktor von Wyl
Pubblicato in: Swiss Medical Weekly, 2020, ISSN 1424-3997
Editore: Swiss Medical Weekly
DOI: 10.4414/smw.2020.20457

Seroprevalence of IgG antibodies against SARS coronavirus 2 in Belgium – a serial prospective cross-sectional nationwide study of residual samples

Autori: Sereina Herzog, Jessie De Bie, Steven Abrams, Ine Wouters, Esra Ekinci, Lisbeth Patteet, Astrid Coppens, Sandy De Spiegeleer, Philippe Beutels, Pierre Van Damme, Niel Hens, Heidi Theeten
Pubblicato in: Eurosurveillance, 2022, ISSN 1560-7917
Editore: European Centre for Disease Prevention and Control
DOI: 10.1101/2020.06.08.20125179

Modelling the early phase of the Belgian COVID-19 epidemic using a stochastic compartmental model and studying its implied future trajectories

Autori: Steven Abrams, James Wambua, Eva Santermans, Lander Willem, Elise Kuylen, Pietro Coletti, Pieter Libin, Christel Faes, Oana Petrof, Sereina A. Herzog, Philippe Beutels, Niel Hens
Pubblicato in: Epidemics, Numero 35, 2021, Pagina/e 100449, ISSN 1755-4365
Editore: Elsevier BV
DOI: 10.1016/j.epidem.2021.100449

Dosing interval strategies for two-dose COVID-19 vaccination in 13 middle-income countries of Europe: Health impact modelling and benefit-risk analysis

Autori: Yang Liu, Carl A.B. Pearson, Frank G. Sandmann, Rosanna C. Barnard, Jong-Hoon Kim, Stefan Flasche, Mark Jit, Kaja Abbas
Pubblicato in: The Lancet Regional Health - Europe, 2022, ISSN 0140-6736
Editore: The Lancet Publishing Group
DOI: 10.1016/j.lanepe.2022.100381

The contribution of asymptomatic SARS-CoV-2 infections to transmission on the Diamond Princess cruise ship

Autori: Jon C Emery, Timothy W Russell, Yang Liu, Joel Hellewell, Carl AB Pearson, Katherine E Atkins, Petra Klepac, Akira Endo, Christopher I Jarvis, Nicholas G Davies, Eleanor M Rees, Sophie R Meakin, Alicia Rosello, Kevin van Zandvoort, James D Munday, W John Edmunds, Thibaut Jombart, Megan Auzenbergs, Emily S Nightingale, Mark Jit, Sam Abbott, David Simons, Nikos I Bosse, Quentin J Leclerc, Simon R Pr
Pubblicato in: eLife, Numero 9, 2020, ISSN 2050-084X
Editore: eLife Sciences Publications
DOI: 10.7554/elife.58699

Effects of non-pharmaceutical interventions on COVID-19 cases, deaths, and demand for hospital services in the UK: a modelling study

Autori: Nicholas G Davies, Adam J Kucharski, Rosalind M Eggo, Amy Gimma, W John Edmunds, Thibaut Jombart, Kathleen O'Reilly, Akira Endo, Joel Hellewell, Emily S Nightingale, Billy J Quilty, Christopher I Jarvis, Timothy W Russell, Petra Klepac, Nikos I Bosse, Sebastian Funk, Sam Abbott, Graham F Medley, Hamish Gibbs, Carl A B Pearson, Stefan Flasche, Mark Jit, Samuel Clifford, Kiesha Prem, Charlie Diamond
Pubblicato in: The Lancet Public Health, Numero 5/7, 2020, Pagina/e e375-e385, ISSN 2468-2667
Editore: The Lance Public Health
DOI: 10.1016/s2468-2667(20)30133-x

Authors’ response: Estimating the generation interval for COVID-19 based on symptom onset data

Autori: Cécile Kremer, Tapiwa Ganyani, Dongxuan Chen, Andrea Torneri, Christel Faes, Jacco Wallinga, Niel Hens
Pubblicato in: Eurosurveillance, Numero 25/29, 2020, ISSN 1560-7917
Editore: Eurosurveillance
DOI: 10.2807/1560-7917.es.2020.25.29.2001269

Changing travel patterns in China during the early stages of the COVID-19 pandemic

Autori: Hamish Gibbs, Yang Liu, Carl A. B. Pearson, Christopher I. Jarvis, Chris Grundy, Billy J. Quilty, Charlie Diamond, Rosalind M. Eggo
Pubblicato in: Nature Communications, Numero 11/1, 2020, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-020-18783-0

Quantifying superspreading for COVID-19 using Poisson mixture distributions

Autori: Cécile Kremer, Andrea Torneri, Sien Boesmans, Hanne Meuwissen, Selina Verdonschot, Koen Vanden Driessche, Christian L. Althaus, Christel Faes, Niel Hens
Pubblicato in: Scientific Reports, 2021, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1101/2020.11.27.20239657

Effect of internationally imported cases on internal spread of COVID-19: a mathematical modelling study

Autori: Timothy W Russell, Joseph T Wu, Sam Clifford, W John Edmunds, Adam J Kucharski, Mark Jit
Pubblicato in: The Lancet Public Health, Numero 6/1, 2021, Pagina/e e12-e20, ISSN 2468-2667
Editore: The Lancet Public Health
DOI: 10.1016/s2468-2667(20)30263-2

Socioeconomic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods

Autori: Laetitia Gauvin; Paolo Bajardi; Emanuele Pepe; Brennan Lake; Filippo Privitera; Michele Tizzoni
Pubblicato in: Journal of the Royal Society Interface, Numero 1, 2021, ISSN 1742-5662
Editore: Royal Society
DOI: 10.1101/2020.11.16.20232413

SOCRATES: An online tool leveraging a social contact data sharing initiative to assess mitigation strategies for COVID-19

Autori: Pietro Coletti; Philippe Beutels; Philippe Beutels; Lander Willem; Niel Hens; Niel Hens; Sebastian Funk; Thang Van Hoang
Pubblicato in: BMC Medicine, Numero 1, 2020, ISSN 1756-0500
Editore: BioMed Central
DOI: 10.1101/2020.03.03.20030627

The COVID-19 wave in Belgium during the Fall of 2020 and its association with higher education

Autori: Yessika Adelwin Natalia; Christel Faes; Thomas Neyens; Geert Molenberghs
Pubblicato in: Plos One, Numero 1, 2022, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/journal.pone.0264516

The burden of isolation to the individual: a comparison between isolation for COVID-19 and for other influenza-like illnesses in Japan

Autori: Shinya Tsuzuki,Norio Ohmagari and Philippe Beutels
Pubblicato in: Epidemiology & Infection, 2021, ISSN 1469-4409
Editore: Cambridge Core
DOI: 10.1017/s0950268821002569

Social contact patterns during the COVID-19 pandemic in 21 European countries – evidence from a two-year study

Autori: Kerry L. M. Wong, Amy Gimma, Pietro Coletti, CoMix Europe Working Group, Christel Faes, Philippe Beutels, Niel Hens, Veronika K. Jaeger, Andre Karch, Helen Johnson, WJohn Edmunds & Christopher I. Jarvis
Pubblicato in: BMC Infectious Diseases, 2023, ISSN 1471-2334
Editore: BioMed Central
DOI: 10.1186/s12879-023-08214-y

An approximate Bayesian approach for estimation of the instantaneous reproduction number under misreported epidemic data

Autori: Oswaldo Gressani, Christel Faes, Niel Hens
Pubblicato in: Biometrical Journal, 2023, ISSN 0323-3847
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/bimj.202200024

Exploring surveillance data biases when estimating the reproduction number: with insights into subpopulation transmission of COVID-19 in England

Autori: Katharine Sherratt; Sam Abbott; Sophie Meakin; Joel Hellewell; James D Munday; Nikos I Bosse; Mark Jit; Sebastian Funk
Pubblicato in: Philos Trans R Soc Lond B Biol Sci., Numero 1, 2021, ISSN 1471-2970
Editore: The Royal Society
DOI: 10.1098/rstb.2020.0283

Evidence for Influenza and RSV interaction from 10 years of enhanced surveillance in Nha Trang, Vietnam, a modelling study

Autori: Naomi R. Waterlow; Michiko Toizumi; Edwin J. C. Van Leeuwen; Hien-Anh Thi Nguyen; Lay Myint-Yoshida; Rosalind M Eggo; Stefan Flasche
Pubblicato in: Plos Computational Biology, Numero 2, 2022, ISSN 1553-734X
Editore: Public Library of Science
DOI: 10.1371/journal.pcbi.1010234

A spatial model to jointly analyze self-reported survey data of COVID-19 symptoms and official COVID-19 incidence data

Autori: Maren Vranckx, Christel Faes, Geert Molenberghs, Niel Hens, Philippe Beutels, Pierre Van Damme, Jan Aerts, Oana Petrof, Koen Pepermans, Thomas Neyens
Pubblicato in: Biometrical Journal, 2022, ISSN 0323-3847
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/bimj.202100186

Direct and indirect effects of the COVID-19 pandemic on mortality in Switzerland

Autori: Julien Riou, Anthony Hauser, Anna Fesser, Christian L. Althaus, Matthias Egger & Garyfallos Konstantinoudis
Pubblicato in: Nature Communications, 2023, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-022-35770-9

The estimated disease burden of acute COVID-19 in the Netherlands in 2020, in disability-adjusted life-years

Autori: Scott A. McDonald, Giske R. Lagerweij, Pieter de Boer, Hester E. de Melker, Roan Pijnacker, Lapo Mughini Gras, Mirjam E. Kretzschmar, Gerco den Hartog, Arianne B. van Gageldonk-Lafeber, RIVM COVID-19 surveillance, epidemiology team, Susan van den f & Jacco Wallinga
Pubblicato in: European Journal of Epidemiology, 2022, ISSN 0393-2990
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10654-022-00895-0

Association of tiered restrictions and a second lockdown with COVID-19 deaths and hospital admissions in England: a modelling study

Autori: Nicholas G Davies, Rosanna C Barnard, Christopher I Jarvis, Timothy W Russell, Malcolm G Semple, Mark Jit, W John Edmunds
Pubblicato in: The Lancet Infectious Diseases, Numero 21/4, 2021, Pagina/e 482-492, ISSN 1473-3099
Editore: The Lancet Publishing Group
DOI: 10.1016/s1473-3099(20)30984-1

The impact of contact tracing and household bubbles on deconfinement strategies for COVID-19

Autori: Lander Willem, Steven Abrams, Pieter J. K. Libin, Pietro Coletti, Elise Kuylen, Oana Petrof, Signe Møgelmose, James Wambua, Sereina A. Herzog, Christel Faes, Philippe Beutels, Niel Hens
Pubblicato in: Nature Communications, Numero 12/1, 2021, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-021-21747-7

Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data

Autori: A. Barrat, C. Cattuto, M. Kivelä, S. Lehmann, J. Saramäki
Pubblicato in: Journal of The Royal Society Interface, Numero 18/178, 2021, ISSN 1742-5662
Editore: Journal of The Royal Society Interface
DOI: 10.1098/rsif.2020.1000

The potential for vaccination-induced herd immunity against the SARS-CoV-2 B.1.1.7 variant

Autori: David Hodgson, Stefan Flasche, Mark Jit, Adam J Kucharski, CMMID COVID-19 Working Group
Pubblicato in: Eurosruveillance, 2021, ISSN 1025-496X
Editore: Centre Europeen pour la Surveillance Epidemiologique du SIDA
DOI: 10.2807/1560-7917.es.2021.26.20.2100428

SOCRATES-CoMix: a platform for timely and open-source contact mixing data during and in between COVID-19 surges and interventions in over 20 European countries

Autori: Frederik Verelst, Lisa Hermans, Sarah Vercruysse, Amy Gimma, Pietro Coletti, Jantien A. Backer, Kerry L. M. Wong, James Wambua, Kevin van Zandvoort, Lander Willem, Laurens Bogaardt, Christel Faes, Christopher I. Jarvis, Jacco Wallinga, W. John Edmunds, Philippe Beutels & Niel Hens
Pubblicato in: BMC Medicine, 2021, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-021-02133-y

Replacement of the Gamma by the Delta variant in Brazil: Impact of lineage displacement on the ongoing pandemic

Autori: Marta Giovanetti, Vagner Fonseca, Eduan Wilkinson, Houriiyah Tegally, Emmanuel James San, Christian L Althaus, Joilson Xavier, Svetoslav Nanev Slavov, Vincent Louis Viala, Alex Ranieri Jerônimo Lima, Gabriela Ribeiro, Jayme A Souza-Neto, Heidge Fukumasu, Luiz Lehmann Coutinho, Rivaldo Venancio da Cunha, Carla Freitas, Carlos F Campelo de A e Melo, Wildo Navegantes de Araújo, Rodrigo Fabiano Do C
Pubblicato in: Virus evolution, 2022, ISSN 2057-1577
Editore: Oxford University Press
DOI: 10.1093/ve/veac024

Simulating respiratory disease transmission within and between classrooms to assess pandemic management strategies at schools

Autori: Endo, Akira; Uchida, Mitsuo; Liu, Yang; Atkins, Katherine E.; Kucharski, Adam J.; Funk, Sebastian; Abbas, Kaja; van Zandvoort, Kevin; Bosse, Nikos I; Waterlow, Naomi R; Tully, Damien C; Meakin, Sophie R; Quaife, Matthew; Russell, Timothy W; Jit, Mark; Foss, Anna M; Rosello, Alicia; Quilty, Billy J; Prem, Kiesha; Knight, Gwenan M; Abbott, Sam; Klepac, Petra; Brady, Oliver; Pearson, Carl A B; Medley
Pubblicato in: Proc Natl Acad Sci U S A, Numero 1, 2022, ISSN 0250-541X
Editore: National Academic of Sciences
DOI: 10.1073/pnas.2203019119

Challenges in ensuring global access to COVID-19 vaccines: production, affordability, allocation, and deployment

Autori: Olivier J Wouters, Kenneth C Shadlen, Maximilian Salcher-Konrad, Andrew J Pollard, FMedSci, Heidi J Larson, Yot Teerawattananon, Mark Jit
Pubblicato in: The Lancet, 2021, ISSN 0140-6736
Editore: The Lancet Publishing Group
DOI: 10.1016/s0140-6736(21)00306-8

The impact of COVID-19 control measures on social contacts and transmission in Kenyan informal settlements

Autori: Matthew Quaife, Kevin van Zandvoort, Amy Gimma, Kashvi Shah, Nicky McCreesh, Kiesha Prem, Edwine Barasa, Daniel Mwanga, Beth Kangwana, Jessie Pinchoff, W. John Edmunds, Christopher I. Jarvis, Karen Austrian
Pubblicato in: BMC Medicine, Numero 18/1, 2020, ISSN 1741-7015
Editore: BioMed Central
DOI: 10.1186/s12916-020-01779-4

Early Evidence of Effectiveness of Digital Contact Tracing for SARS-CoV-2 in Switzerland

Autori: Marcel Salathé; Christian L. Althaus; Nanina Anderegg; Daniele Antonioli; Tala Ballouz; Edouard Bugnon; Srdjan Capkun; Dennis Jackson; Sang-Il Kim; James R. Larus; Nicola Low; Wouter Lueks; Dominik Menges; Cédric Moullet; Mathias Payer; Julien Riou; Theresa Stadler; Carmela Troncoso; Effy Vayena; Viktor von Wyl
Pubblicato in: Swiss Medical Weekly, 150, Numero 1, 2020, Pagina/e ISSN: 1424-3997, ISSN 1424-3997
Editore: EMH Swiss Medical Publishers Ltd.
DOI: 10.7892/boris.150033

Outbreaks of publications about emerging infectious diseases: the case of SARS-CoV-2 and Zika virus

Autori: Aziz Mert Ipekci, Diana Buitrago-Garcia, Kaspar Walter Meili, Fabienne Krauer, Nirmala Prajapati, Shabnam Thapa, Lea Wildisen, Lucia Araujo-Chaveron, Lukas Baumann, Sanam Shah, Tessa Whiteley, Gonzalo Solís-García, Foteini Tsotra, Ivan Zhelyazkov, Hira Imeri, Nicola Low, Michel Jacques Counotte
Pubblicato in: BMC Medical Research Methodology, Numero 21/1, 2021, ISSN 1471-2288
Editore: BioMed Central
DOI: 10.1186/s12874-021-01244-7

Towards a European strategy to address the COVID-19 pandemic

Autori: Viola Priesemann, Rudi Balling , Simon Bauer , Philippe Beutels, André Calero Valdez d Sarah Cuschieri , Thomas Czypionka, Uga Dumpis , Enrico Glaab , Eva Grill , Pirta Hotulainen , Emil N Iftekhar, Jenny Krutzinna, Christos Lionis, Helena Machado, Carlos Martins , Martin McKee, George N Pavlakis, Matjaž Perc, Elena Petelos, Martyn Pickersgill, Barbara Prainsack, Joacim Rocklöv, Eva Schernhamme
Pubblicato in: The Lancet, 2021, ISSN 1474-547X
Editore: Elsevier
DOI: 10.1016/s0140-6736(21)01808-0

Socio-demographic characteristics associated with COVID-19 vaccination uptake in Switzerland: longitudinal analysis of the CoMix study

Autori: Martina L Reichmuth, Leonie Heron, Julien Riou, André Moser, Anthony Hauser, Nicola Low, Christian L Althaus
Pubblicato in: MedRxiv, 2023
Editore: MedRxiv
DOI: 10.1101/2023.03.13.23287183

Time is of the essence: containment of the SARS-CoV-2 epidemic in Switzerland from February to May 2020

Autori: Christian L. Althaus, Daniel Probst, Anthony Hauser, Julien Riou
Pubblicato in: MedRxiv, 2020
Editore: MedRxiv
DOI: 10.1101/2020.07.21.20158014

Key performance indicators of COVID-19 contact tracing in Belgium from September 2020 to December 2021

Autori: Cécile Kremer, Lander Willem, Jorden Boone, Wouter Arrazola de Oñate, Naïma Hammami, Christel Faes, Niel Hens
Pubblicato in: MedRxiv, 2022
Editore: MedRxiv
DOI: 10.1101/2022.10.04.22280542

Global misinformation spillovers in the online vaccination debate before and during COVID-19

Autori: Jacopo Lenti, Kyriaki Kalimeri, André Panisson, Daniela Paolotti, Michele Tizzani, Yelena Mejova, Michele Starnini
Pubblicato in: arXiv, 2022
Editore: arXiv
DOI: 10.48550/arxiv.2211.11495

Reconstruction of SARS-CoV-2 outbreaks in a primary school using epidemiological and genomic data

Autori: Cécile Kremer, Andrea Torneri, Pieter J. K. Libin, Cécile Meex, Marie-Pierre Hayette, Sébastien Bontems, Keith Durkin, Maria Artesi, Vincent Bours, Philippe Lemey, Gilles Darcis, Niel Hens, Christelle Meuris
Pubblicato in: MedRxiv, 2022
Editore: MedRxiv
DOI: 10.1101/2022.10.17.22281175

Dose-response modelling of endemic coronavirus and SARS-CoV-2: human challenge trials reveal the individual variation in susceptibility

Autori: Fuminari Miura, Don Klinkenberg, Jacco Wallinga
Pubblicato in: MedRxiv, 2022
Editore: NAP
DOI: 10.1101/2022.04.07.22273549

Projected epidemiological consequences of the Omicron SARS-CoV-2 variant in England, December 2021 to April 2022

Autori: Rosanna C. Barnard, Nicholas G. Davies, Carl A. B. Pearson, Mark Jit, W. John Edmunds
Pubblicato in: MedRxiv, 2021
Editore: NAP
DOI: 10.1101/2021.12.15.21267858

Longitudinal social contact data analysis: insightsfrom 2 years of data collection in Belgium duringthe COVID-19 pandemic

Autori: Neilshan Loedy, Pietro Coletti, Wambua, Lisa Hermans, Lander Willem, Christopher I. Jarvis, Kerry L.M. Wong, W. John Edmunds, Alexis Robert, Quentin J. Leclerc, Amy Gimma, Geert Molenberghs, Philippe Beutels, Christel Faes, Niel Hens
Pubblicato in: Research Square, 2023
Editore: Research Square

Who Acquires Infection from Whom? A Sensitivity Analysis of Transmission Dynamics During the Early Phase of the Covid-19 Pandemic in Belgium

Autori: Angeli, Leonardo and Caetano, Constantino Pereira and Franco, Nicolas and Abrams, Steven and Coletti, Pietro and Van Nieuwenhuyse, Inneke and Pop, Sorin and Hens, Niel
Pubblicato in: 2023
Editore: SSRN
DOI: 10.2139/ssrn.4445989

Real-time modeling and projections of the COVID-19 epidemic in Switzerland.

Autori: Althaus, C.
Pubblicato in: 2020
Editore: ispmbern.github

Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate

Autori: Giuseppe Crupi, Yelena Mejova, Michele Tizzani, Daniela Paolotti, Andre Panisson
Pubblicato in: arXiv, 2022
Editore: NAP
DOI: 10.48550/arxiv.2204.12943

The impact of vaccinating adolescents and children on COVID-19 disease outcomes

Autori: Kylie E. C. Ainslie, Jantien Backer, Pieter de Boer, Albert Jan van Hoek, Don Klinkenberg, Hester Korthals Altes, Ka Yin Leung, Hester de Melker, Fuminari Miura, Jacco Wallinga
Pubblicato in: MedRXiV, 2021
Editore: NAP
DOI: 10.1101/2021.10.21.21265318

Living Evidence on COVID-19

Autori: COVID-19 Open Access Project, Counotte M, Imeri H, Heron L, Ipekci AM
Pubblicato in: 2021
Editore: ispmbern.github

Age-specific severity of SARS-CoV-2 in February 2020 – June 2021 in the Netherlands

Autori: Pieter T. de Boer, Jan van de Kassteele, Eric R.A. Vos, Liselotte van Asten, Dave A. Dongelmans, Arianne B. van Gageldonk-Lafeber, Gerco den Hartog, Agnetha Hofhuis, Fiona van der Klis, Dylan W. de Lange, Lenny Stoeldraijer, the RIVM COVID-19 epidemiology and surveillance team, Hester E. de Melker, Eveline Geubbels, Susan van den Hof, Jacco Wallinga
Pubblicato in: MedRxiv, 2023
Editore: MedRxiv
DOI: 10.1101/2023.02.09.23285703

Thesis paper on the escalation model of the Swiss Epidemics Act (EpidA)

Autori: PD Dr. Christian L. Althaus, Dr. Caroline Schlaufer, Prof. Dr. Annika Frahsa, Dr. Susanne Hadorn, Prof. Dr. Fritz Sager, Prof. Dr. Marcel Zwahlen
Pubblicato in: 2022
Editore: Institute of Social and Preventive Medicine (ISPM), UBern

Impact of tiered measures on social contact and mixing patterns in Italy during the second wave of COVID-19.

Autori: Michele Tizzani, Alessandro De Gaetano, Christopher I Jarvis, Amy Gimma, Kerry Wong, W John Edmunds, Philippe Beutels, Niel Hens, Pietro Coletti, Daniela Paolotti
Pubblicato in: Research Square, 2022
Editore: Research Square
DOI: 10.21203/rs.3.rs-1892693/v1

Social contact patterns following the COVID-19 pandemic: a snapshot of post-pandemic behaviour from the CoMix study

Autori: Christopher I Jarvis, Pietro Coletti, Jantien A Backer, James D Munday, Christel Faes, Philippe Beutels, Christian Althaus, Nicola Low, Martina Reichmuthantien, Jacco Wallinga, Niel Hens, W John Edmunds
Pubblicato in: 2023
Editore: CIMMID Github

The influence of COVID-19 risk perception and vaccination status on the number of social contacts across Europe: insights from the CoMix study

Autori: James Wambua, Neilshan Loedy, Christopher I Jarvis, Kerry LM Wong, Christel Faes, Rok Grah, Bastian Prasse, Frank Sandmann, Rene Niehus, Helen Johnson, W.John Edmunds, Philippe Beutels, Niel Hens, Pietro Coletti
Pubblicato in: MedRxiv, 2022
Editore: MedRxiv
DOI: 10.1101/2022.11.25.22282676

Bayesian nowcasting with Laplacian-P-splines

Autori: Bryan Sumalinab, Oswaldo Gressani, Niel Hens, Christel Faes
Pubblicato in: MedRxiv, 2022
Editore: MedRxiv
DOI: 10.1101/2022.08.26.22279249

EpiLPS: a fast and flexible Bayesian tool for near real-time estimation of the time-varying reproduction number

Autori: Oswaldo Gressani, Jacco Wallinga, Christian Althaus, Niel Hens, Christel Faes
Pubblicato in: MedRxiv, 2021
Editore: NAP
DOI: 10.1101/2021.12.02.21267189

Rapid replacement of the Beta variant by the Delta variant in South Africa

Autori: Houriiyah Tegally, Eduan Wilkinson, Christian L. Althaus, Marta Giovanetti, James Emmanuel San, Jennifer Giandhari, Sureshnee Pillay, Yeshnee Naidoo, Upasana Ramphal, Nokukhanya Msomi, Koleka Mlisana, Daniel G. Amoako, Josie Everatt, Thabo Mohale, Anele Nguni, Boitshoko Mahlangu, Noxolo Ntuli, Zamantungwa T. Khumalo, Zinhle Makatini, Nicole Wolter, Cathrine Scheepers, Arshad Ismail, Deelan Doolabh
Pubblicato in: MedRXiv, 2021
Editore: NAP
DOI: 10.1101/2021.09.23.21264018

Importation of Alpha and Delta variants during the SARS-CoV-2 epidemic in Switzerland: phylogenetic analysis and intervention scenarios

Autori: Martina L Reichmuth, Emma B Hodcroft, Christian L Althaus
Pubblicato in: MedRxiv, 2023
Editore: MedRxiv
DOI: 10.1101/2023.03.13.23287198

Behaviour, booster vaccines and waning vaccine protection: modelling the medium-term dynamics of SARS-CoV-2 transmission in England

Autori: Rosanna C. Barnard, Nicholas G. Davies, Mark Jit, W.John Edmunds
Pubblicato in: MedRxiv, 2021
Editore: NAP
DOI: 10.1101/2021.11.22.21266584

Population disruption: observational study of changes in the population distribution of the UK during the COVID-19 pandemic

Autori: Hamish Gibbs, Naomi R. Waterlow, James Cheshire, Leon Danon, Yang Liu, Chris Grundy, Adam J. Kucharski, LSHTM CMMID COVID-19 Working Group, Rosalind M. Eggo
Pubblicato in: Welcome Open Research, 2022
Editore: Welcome Open Research
DOI: 10.12688/wellcomeopenres.18358.1

A linear Mixed Model to Estimate COVID-19-induced Excess Mortality

Autori: Johan Verbeeck, Christel Faes, Thomas Neyens, Niel Hens, Geert Verbeke, Patrick Deboosere, Geert Molenberghs
Pubblicato in: medRxiv, 2021, ISSN 1476-4687
Editore: medRxiv
DOI: 10.1101/2021.05.10.21256942

The effect of international travel restrictions on internal spread of COVID-19

Autori: Timothy W Russell, Joseph T Wu, Sam Clifford, CMMID COVID-19 working group, W John Edmunds, Adam J. Kucharski, Mark Jit
Pubblicato in: medRxiv, 2021, ISSN 1476-4687
Editore: medRxiv
DOI: 10.1101/2020.07.12.20152298

On the timing of interventions to preserve hospital capacity: lessons to be learned from the Belgian SARS-CoV-2 pandemic

Autori: Niel Hens, Christel Faes, Marius Gilbert
Pubblicato in: Acrhives of Public health, 2021, ISSN 2049-3258
Editore: Springer Nature
DOI: 10.1101/2020.12.18.20248450

Belgian COVID-19 Mortality, Excess Deaths, Number of Deaths per Million, and Infection Fatality Rates (9 March — 28 June 2020)

Autori: Geert Molenberghs, Christel Faes, Johan Verbeeck, Patrick Deboosere, Steven Abrams, Lander Willem, Jan Aerts, Heidi Theeten, Brecht Devleesschauwer, Natalia Bustos Sierra, Françoise Renard, Sereina Herzog, Patrick Lusyne, Johan Van der Heyden, Herman Van Oyen, Pierre Van Damme, Niel Hens
Pubblicato in: medRxiv, 2021, ISSN 1476-4687
Editore: medRxiv
DOI: 10.1101/2020.06.20.20136234

Estimating the impact of reopening schools on the reproduction number of SARS-CoV-2 in England, using weekly contact survey data

Autori: James D Munday, Christopher I Jarvis, Amy Gimma, Kerry LM Wong, Kevin van Zandvoort, CMMID COVID-19 Working Group, Sebastian Funk, W. John Edmunds
Pubblicato in: medRxiv, 2021, ISSN 1476-4687
Editore: medRxiv
DOI: 10.1101/2021.03.06.21252964

A tale of two variants: Spread of SARS-CoV-2 variants Alpha in Geneva, Switzerland, and Beta in South Africa

Autori: Christian L. Althaus, Stephanie Baggio, Martina L. Reichmuth, Emma B. Hodcroft, Julien Riou, Richard A. Neher, Frédérique Jacquerioz, Hervé Spechbach, Julien Salamun, Pauline Vetter, Carolyn Williamson, Nei-yuan Hsiao, Wolfgang Preiser, Mary-Ann Davies, Richard J. Lessells, Tulio de Olivera, Laurent Kaiser, Isabella Eckerle
Pubblicato in: medRxiv, 2021, ISSN 1476-4687
Editore: medRxiv
DOI: 10.1101/2021.06.10.21258468

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