Pan-European Response to the ImpactS of COVID-19 and future Pandemics and Epidemics

Project Information

PERISCOPE

Grant agreement ID: 101016233

DOI

10.3030/101016233

Project closed

EC signature date 30 October 2020

Start date 1 November 2020

End date 31 October 2023

Funded under

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Total cost

€ 9 993 475,00

EU contribution

€ 9 993 475,00

Coordinated by

UNIVERSITA DEGLI STUDI DI PAVIA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Other (5)

Dashboard and WebGIS
PERISCOPE Innovation Challenge (Public event)
Bayesian decision making tool: publication and software
Virtual Workshop with health authorities
Virtual Workshop with policymakers

Documents, reports (31)

Workshop and analytical report on mental health impacts
Spatio-temporal modelling tool: publication and infographics

Spatiotemporal modelling tool publication and infographics

Development, testing of training modules, and pilot training

Development testing of training modules and pilot training

Report of findings and dataset from the experiments about social distancing, mobility and daily behavioural norms

Report of findings and dataset from the experiments about social distancing mobilityand daily behavioural norms

An Impact Assessment methodology for emerging best practices
Workshop and analytical report on health inequalities with emphasis on vulnerable groups
Ethics plan
Specification and implementation of a network based fintech inclusion platform

Specification and implementation of a network based fintech inclusion platform

Report on health inequalities with emphasis on vulnerable groups
Lessons from multi-level governance in pandemic (Report or Edited Book)

Lessons from multilevel governance in pandemic Report or Edited Book

Outreach and Dissemination Strategy
Analytical report with lessons to improve resilience
Sustainability Strategy Plan
Mapping and Explaining Variance in Government Response to COVID-19 Across Europe
Analytical report comparing recovery strategies at national and regional levels
EU Actorness in Europe's pandemic preparedness, response, and resilience (Report)

EU Actorness in Europes pandemic preparedness response and resilience Report

Report of findings and dataset from experiments about information foraging study
Bouncing back forward: how smart governance can avoid the status quo ante (Report)

Bouncing back forward how smart governance can avoid the status quo ante Report

Report on Outreach and Dissemination activities
Report of findings and dataset from the experiments about risk perception
Report on the Socio-economic impacts of COVID-19 and related measures

Report on the Socioeconomic impacts of COVID19 and related measures

LSE Global COVID Commission (Report)
Dynamic SIR models: publication and infographics

Dynamic SIR models publication and infographics

Governing the EU health data space (academic article)
Guidance on Trustworthy AI applications in healthcare
Feedback report on deployment and validation of the platforms
PERISCOPE Innovation Challenge (Report)

PERISCOPE Innovation Challenge Report

Taxonomy of policy responses and impact assessment mapping
Report on mental health impacts
Policy Brief
List of data sources and data models, specifications of ATLAS software components

List of data sources and data models specifications of ATLAS software components

Demonstrators, pilots, prototypes (2)

Semantic data models, data repository and software components
PERSEUS-COVE technical design brief

Websites, patent fillings, videos etc. (5)

Data Atlas - release 1.0

Data Atlas release 10

Design and execution of a MOOC in technologies for health care management
PERSEUS-COVE 1.0
Specification and implementation of the post-lockdown decision making platform

Specification and implementation of the postlockdown decision making platform

Data Atlas - release 2.0

Data Atlas release 20

Open Research Data Pilot (1)

Data Management plan

Publications

Peer reviewed articles (92)

‘Vaccine populism’ and migrant assistance: On the contingency of mutual aid in Italy's Alpine region

Author(s): Elizabeth Storer and Costanza Torre
Published in: Global Policy, 2023, ISSN 1758-5880
Publisher: John Wiley and Sons Ltd
DOI: 10.1111/1758-5899.13211

When to end a lock down? How fast must vaccination campaigns proceed in order to keep health costs in check?

Author(s): Claudius Gros , Thomas Czypionka and Daniel Gros
Published in: Royal Society Open Science, Issue 20545703, 2022, ISSN 2054-5703
Publisher: Royal Society
DOI: 10.1098/rsos.211055

Mental Health of Refugees and Migrants during the COVID-19 Pandemic: The Role of Experienced Discrimination and Daily Stressors

Author(s): Eva Spiritus-Beerden, An Verelst, Ines Devlieger, Nina Langer Primdahl, Fábio Botelho Guedes, Antonio Chiarenza, Stephanie De Maesschalck, Natalie Durbeej, Rocío Garrido, Margarida Gaspar de Matos, Elisabeth Ioannidi, Rebecca Murphy, Rachid Oulahal, Fatumo Osman, Beatriz Padilla, Virginia Paloma, Amer Shehadeh, Gesine Sturm, Maria van den Muijsenbergh, Katerina Vasilikou, Charles Watters, Sara W
Published in: International Journal of Environmental Research and Public Health, Issue 18/12, 2021, Page(s) 6354, ISSN 1660-4601
Publisher: MDPI
DOI: 10.3390/ijerph18126354

Social Distancing Requirements and the Determinants of the COVID-19 Recession and Recovery in Europe

Author(s): Christian Dreger, Daniel Gros
Published in: Intereconomics, Issue 55/6, 2020, Page(s) 365-371, ISSN 0020-5346
Publisher: Verlag Weltarchiv
DOI: 10.1007/s10272-020-0935-8

Matrix autoregressive models: generalization and Bayesian estimation

Author(s): Celani, A, Pagnottoni, P
Published in: Studies in Nonlinear Dynamics & Econometrics, 2023, ISSN 1558-3708
Publisher: De Gruyter
DOI: 10.1515/snde-2022-0093

Prevalence of current mental disorders before and during the second wave of COVID-19 pandemic: An analysis of repeated nationwide cross-sectional surveys.

Author(s): Petr Winkler; Zuzana Mohrova; Karolina Mlada; Marie Kuklova; Anna Kagstrom; Pavel Mohr; Tomáš Formánek
Published in: Journal of Psychiatric Research, Issue 2, 2022, ISSN 0022-3956
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.jpsychires.2021.05.032

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

Author(s): Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Published in: EPJ Data Science, Issue 10/1, 2021, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/epjds/s13688-021-00284-9

Financial earthquakes: SARS-CoV-2 news shock propagation in stock and sovereign bond markets

Author(s): Paolo Pagnottoni, Alessandro Spelta, Nicolò Pecora, Andrea Flori, FabioPammoll
Published in: Physica A: Statistical mechanics and its applications, 2022, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2021.126240

COCTEAU: an Empathy-Based Tool for Decision-Making.

Author(s): Andrea Mauri, Andrea Tocchetti, Lorenzo Corti, Yen-Chia Hsu, Himanshu Verma, and Marco Brambilla.
Published in: Proceedings of the Web Conference 2022, 2022, ISSN 2474-9567
Publisher: Association for Computing Machinery
DOI: 10.1145/3487553.3524233

Revival of positive nostalgic music during the first Covid-19 lockdown in the UK: evidence from Spotify streaming data

Author(s): Timothy Yu-Cheong Yeung
Published in: Humanities and Social Sciences Communications, 2023, ISSN 2662-9992
Publisher: Springer Nature
DOI: 10.1057/s41599-023-01614-0

A comparative analysis of the effects of containment policies on the epidemiological manifestation of the COVID-19 pandemic across nine European countries

Author(s): Podrecca C, Parimbelli E, Pala D, Cheng C, Messerschmidt L, Büthe T, et al.
Published in: Scientific Reports, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-37751-4

EXP-Crowd: A Gamified Crowdsourcing Framework for Explainability

Author(s): Andrea Tocchetti, Lorenzo Corti, Marco Brambilla,Irene Celino
Published in: Frontiers in Artificial Intelligence, Issue 26248212, 2022, ISSN 2624-8212
Publisher: Frontiers
DOI: 10.3389/frai.2022.826499

Modeling vaccination rollouts, SARS-CoV-2 variants and the requirement for non-pharmaceutical interventions in Italy

Author(s): Giulia Giordano, Marta Colaneri, Alessandro Di Filippo, Franco Blanchini, Paolo Bolzern, Giuseppe De Nicolao, Paolo Sacchi, Patrizio Colaneri, Raffaele Bruno
Published in: Nature Medicine, 2021, ISSN 1078-8956
Publisher: Nature Publishing Group
DOI: 10.1038/s41591-021-01334-5

How should COVID-19 vaccines be distributed between the Global North and South: a discrete choice experiment in six European countries

Author(s): Janina I Steinert Henrike Sternberg Giuseppe A Veltri Tim Büthe
Published in: eLife, 2022, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.79819

COVID-19 and privacy: a European dilemma

Author(s): Andrea Renda
Published in: Digital Policy, Regulation and Governance, Issue 23985038, 2022, ISSN 2398-5038
Publisher: Emerald
DOI: 10.1108/dprg-04-2020-0043

SEMtree: tree-based structure learning methods with structural equation models

Author(s): Mario Grassi; Barbara Tarantino
Published in: Bioinformatics, 2023, ISSN 1367-4811
Publisher: Oxford Academic
DOI: 10.1093/bioinformatics/btad377

Changes in anxiety and depression during the COVID-19 pandemic in the European population: A meta-analysis of changes and associations with restriction policies

Author(s): Lok, V., Sjöqvist, H., Sidorchuk, A., Flodin, P., Osika, W., Daly, M., Hyland, P, Andersen, Fallesen, P, Cordona Cabera, M. Weherall, K. , Groarke, JM, Armour, C, Dalman C., HollanderAC, Niemi, M.
Published in: European Psychiatry, 2023, Page(s) 1-31, ISSN 0924-9338
Publisher: Elsevier Masson
DOI: 10.1192/j.eurpsy.2023.2467

Mapping dynamical systems with distributed time delays to sets of ordinary differential equations

Author(s): Daniel Henrik Nevermann; Claudius Gros
Published in: Journal of Physics A: Mathematical and Theoretical, 2023, ISSN 1751-8113
Publisher: Institute of Physics Publishing
DOI: 10.1088/1751-8121/acea06

A Network Based Fintech Inclusion Platform

Author(s): Ahelegbey D, Giudici P, Pediroda V
Published in: Socio-Economic Planning Sciences, 2023, ISSN 0038-0121
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.seps.2023.101555

COVID-19 Vaccine Hesitancy in Eight European Countries:Prevalence, Determinants and Heterogeneity

Author(s): Janina I. Steinert; Henrike Sternberg; Hannah Prince; Barbara Fasolo; Matteo Galizzi; Tim Büthe; Giuseppe Alessandro Veltri
Published in: Science Advances, Issue 3, 2022, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/sciadv.abm9825

VaccinEU: COVID-19 Vaccine Conversations on Twitter in French, German and Italian

Author(s): Marco Di Giovanni, Francesco Pierri, Christopher Torres-Lugo, Marco Brambilla
Published in: Proceedings of the AAAI conference on Web and social media, 2022, ISSN 2334-0770
Publisher: Associaton for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/icwsm.v16i1.19374

Shared understandings of vaccine hesitancy: How perceived risk and trust in vaccination frame individuals’ vaccine acceptance

Author(s): Mauro Martinelli , Giuseppe Alessandro Veltri
Published in: PLOS ONE, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0276519

Bayesian learning models to measure the relative impact of ESG factors on credit ratings.

Author(s): Agosto, A., Cerchiello, P., Giudici, P.
Published in: International Journal of Data Science and Analytics, 2023, ISSN 2364-4168
Publisher: Springer
DOI: 10.1007/s41060-023-00405-9

The motifs of risk transmission in multivariate time series: Application to commodity prices

Author(s): Pagnottoni, P. and Spelta, A
Published in: Socio-Economic Planning Sciences, 2023, ISSN 0038-0121
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.seps.2022.101459

Despite Vaccination: A Real-Life Experience of Severe and Life-Threatening COVID-19 in Vaccinated and Unvaccinated Patients

Author(s): Colaneri M, Asperges E, Calia M, Sacchi P, Rettani M, Cutti S, Albi G, Bruno R.
Published in: Vaccines, 2022, ISSN 2076-393X
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/vaccines10091540

Graph-Based Conversation Analysis in Social Media

Author(s): Marco Brambilla, Alireza Javadian Sabet, Kalyani Kharmale, Amin Endah Sulistiawati
Published in: Big data and cognitive computing, Issue 25042289, 2022, ISSN 2504-2289
Publisher: MDPI
DOI: 10.3390/bdcc6040113

Cyber Risk Contagion

Author(s): Agosto A, Giudici P.
Published in: Risks, 2023, ISSN 2227-9091
Publisher: MDPI
DOI: 10.3390/risks11090165

Network based evidence of the financial impact of Covid-19 pandemic

Author(s): Daniel Felix Ahelegbey, Paola Cerchiello, Roberta Scaramozzino
Published in: International review of financial analysis, Issue 10575219, 2022, ISSN 1057-5219
Publisher: Elsevier BV
DOI: 10.1016/j.irfa.2022.102101

Divided We Survive? Multilevel Governance during the COVID-19 Pandemic in Italy and Spain

Author(s): Marta Angelici, Paolo Berta, Joan Costa-Font, Gilberto Turati
Published in: Publius- The journal of Federalism, 2023, ISSN 0048-5950
Publisher: Oxford University Press
DOI: 10.1093/publius/pjad002

To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems

Author(s): Amann, Julia; id_orcid0000-0003-2155-5286; Vetter, Dennis; Blomberg, Stig Nikolaj; Christensen, Helle Collatz; Coffee, Megan; Gerke, Sara; Gilbert, Thomas K.; Hagendorff, Thilo; Holm, Sune; Livne, Michelle; Spezzatti, Andy; Strümke, Inga; Zicari, Roberto V.; Madai, Vince Istvan
Published in: PLOS Digital Health, 1 (2), Issue 2, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pdig.0000016

Testing a simple and frugal model of health protective behaviour in epidemic times.

Author(s): Lapoire, D.M, D’Onofrio, A., Mc Coll, K., Raude, J.,
Published in: Epidemics, 2022, ISSN 1755-4365
Publisher: Elsevier BV
DOI: 10.1016/j.epidem.2022.100658

A manifesto on explainability for artificial intelligence in medicine

Author(s): Carlo Combia, Beatrice Amico, Riccardo Bellazzi, Andrea Holzinger, C. Jason,H.Moored, Marinka Zitnike, John H.Holmes
Published in: Artificial Intelligence in Medicine, Issue 09333657, 2022, ISSN 0933-3657
Publisher: Elsevier BV
DOI: 10.1016/j.artmed.2022.102423

Assessing harmfulness and vulnerability in global bipartite networks of terrorist-target relationships

Author(s): Spelta, A., Pecora, N. and Pagnottoni, P.
Published in: Social Networks, 2023, ISSN 0378-8733
Publisher: Elsevier BV
DOI: 10.1016/j.socnet.2022.08.003

Network self-exciting point processes to measure health impacts of COVID-19

Author(s): Paolo Giudici, Paolo Pagnottoni, Alessandro Spelta
Published in: Journal of the Royal Statistical Society (Series A), 2023, ISSN 0952-8385
Publisher: Wiley
DOI: 10.1093/jrsssa/qnac006

The Role of Human Knowledge in Explainable AI

Author(s): Andrea Tocchetti, Marco Brambilla
Published in: Data, Issue 23065729, 2022, ISSN 2306-5729
Publisher: MDPI
DOI: 10.3390/data7070093

The COVID-19 Infodemic: Twitter versus Facebook

Author(s): Kai-Cheng Yang, Francesco Pierri, Pik-Mai Hui, David Axelrod, Christopher Torres-Lugo, John Bryden, Filippo Menczer
Published in: Big Data & Society, Issue 8/1, 2021, Page(s) 205395172110138, ISSN 2053-9517
Publisher: Sage
DOI: 10.1177/20539517211013861

Europe must come together to confront omicron

Author(s): Calero Valdez, André; Iftekhar, Emil; Oliu-Barton, Miquel; Böhm, Robert; Cuschieri, Sarah; Czypionka, Thomas; Dumpis, Uga; Giordano, Giulia; Hanson, Claudia; Hel, Zdenek, et al.
Published in: BMJ, 2022, ISSN 1756-1833
Publisher: British Medical Association
DOI: 10.1136/bmj.o90

Assessment of the Humoral Immune Response Following COVID-19Vaccination in Healthcare Workers: A One Year Longitudinal Study

Author(s): Mihaela Chivu-Economescu, Teodora Vremera, Simona Maria Ruta, Camelia Grancea, Mihaela Leustean, Daniela Chiriac, Adina David, Lilia Matei, Carmen C Diaconu, Adina Gatea, Ciprian Ilie, Iuliana Radu, Ana Maria Cornienco, Luminita Smaranda Iancu, Catalin Cirstoiu, Corina Silvia Pop, Radu Petru, Victor Strambu, Stefan Malciolu, Corneliu Petru Popescu, Simin Aysel Florescu, Alexandru Rafila, Florentin
Published in: Biomedicines, Issue 10(7), 2022, Page(s) 1526, ISSN 2227-9059
Publisher: MDPI
DOI: 10.3390/biomedicines10071526

Association of close-range contact patterns with SARS-CoV-2: a household transmission study

Author(s): Jackie Kleynhans, Lorenzo Dall'Amico, Laetitia Gauvin, Michele Tizzoni, Lucia Maloma, Sibongile Walaza, Neil A Martinson, Anne von Gottberg, Nicole Wolter, Mvuyo Makhasi, Cheryl Cohen, Ciro Cattuto, Stefano Tempia, SA-S-HTS Group
Published in: eLife, 2023, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.84753

Superhighways and roads of multivariate time series shock transmission: Application to cryptocurrency, carbon emission and energy prices

Author(s): Pagnottoni P.
Published in: Physica A: Statistical Mechanics and its Applications, 2023, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2023.128581

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

Author(s): A. Barrat, C. Cattuto, M. Kivelä, S. Lehmann, J. Saramäki
Published in: Journal of The Royal Society Interface, Issue 18/178, 2021, ISSN 1742-5662
Publisher: Royal Society
DOI: 10.1098/rsif.2020.1000

Kinetics and persistence of cellular and humoral immune responses toSARS-CoV-2 vaccine in healthcare workers with or without priorCOVID-19

Author(s): Mihaela Chivu-Economescu, Coralia Bleotu, Camelia Grancea, Daniela Chiriac, Anca Botezatu, Iulia V. Iancu, Ioana Pitica, Laura G. Necula, Ana Neagu, Lilia Matei, Denisa Dragu, Camelia Sultana, Elena L. Radu, Alina Nastasie, Oana Voicu, Marius Ataman, Saviana Nedeianu, Cristina Mambet, Carmen C. Diaconu, Simona Maria Ruta
Published in: Journal of cellular and molecular medicine, Issue Volume26, Issue4, 2023, ISSN 1582-4934
Publisher: Wiley
DOI: 10.1111/jcmm.17186

Effects of the COVID-19 pandemic and previous pandemics, epidemics and economic crises on mental health: systematic review

Author(s): Michaela Asper,Walter Osika, Christina Dalman, Elin Pöllänen, Otto Simonsson, Pär Flodin, Anna Sidorchuk,Laura Marchetti,Fatima Awil, Rosa Castro and Maria E. Niemi
Published in: BJPsych open, 2022, ISSN 2056-4724
Publisher: Cambridge University Press
DOI: 10.1192/bjo.2022.587

Towards a European strategy to address the COVID-19 pandemic

Author(s): Viola Priesemann, Rudi Balling, Simon Bauer, Philippe Beutels, André Calero Valdez, 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 Schernhammer, Ewa Sz
Published in: The Lancet, 2021, ISSN 0140-6736
Publisher: The Lancet Publishing Group
DOI: 10.1016/s0140-6736(21)01808-0

The benefits, costs and feasibility of a low incidence COVID-19 strategy

Author(s): ThomasCzypionka et al.
Published in: The Lancet Regional Health - Europe, Issue Europe Volume 13, 2021, ISSN 2666-7762
Publisher: Elsevier Ltd.
DOI: 10.1016/j.lanepe.2021.100294

Containment efficiency and control strategies for the corona pandemic costs

Author(s): Gros, C., Valenti, R., Schneider, L. et al
Published in: Scientific Reports, Issue 20452322, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-86072-x

Differential impact of the COVID-19 pandemic on primary care utilization related to common mental disorders in four European countries: A retrospective observational study

Author(s): Flodin P, Sörberg Wallin A, Tarantino B, Cerchiello P, Mladá K, Kuklová M, et al.
Published in: Frontiers in Psychiatry, 2023, ISSN 1664-0640
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyt.2022.1045325

Mobility-based real-time economic monitoring amid the COVID-19 pandemic

Author(s): Alessandro Spelta, Paolo Pagnottoni
Published in: Scientific Reports, Issue 11/1, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-92134-x

Impact of COVID-19 lockdown on PM concentrations in an Italian Northern City: A year-by-year assessment

Author(s): Daniele Pala; Vittorio Casella; Cristiana Larizza; Alberto Malovini; Riccardo Bellazzi
Published in: PLOS ONE, Issue 2, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0263265

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

Author(s): Liana R. Woskie, Jonathan Hennessy, Valeria Espinosa, Thomas C. Tsai, Swapnil Vispute, Benjamin H. Jacobson, Ciro Cattuto, Laetitia Gauvin, Michele Tizzoni, Alex Fabrikant, Krishna Gadepalli, Adam Boulanger, Adam Pearce, Chaitanya Kamath, Arran Schlosberg, Charlotte Stanton, Shailesh Bavadekar, Matthew Abueg, Michael Hogue, Andrew Oplinger, Katherine Chou, Greg Corrado, Tomer Shekel, Ashish K. Jha
Published in: PLOS ONE, Issue 16/6, 2021, Page(s) e0253071, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0253071

Online misinformation is linked to early COVID-19 vaccination hesitancy and refusal

Author(s): Pierri F, Perry BL, DeVerna MR, Yang KC, Flammini A, Menczer F, Bryden J
Published in: Scientific Reports, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-10070-w

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

Author(s): Zicari, Roberto V.; Ahmed, Sheraz; Amann, Julia; Braun, Stephan A.; Brodersen, John; Bruneault, Frédérick; Brusseau, James; Campano, Erik; Coffee, Megan; Dengel, Andreas; Düdder, Boris; Gallucci, Alessio; Krendl Gilbert, Thomas; Gottfrois, Philippe; Goffi, Emmanuel; Bjerre Haase, Christoffer; Hagendorff, Thilo; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kringen, Pedro; Kühne, Ulrich; Luc
Published in: Frontiers in Human Dynamics, 2021, ISSN 2673-2726
Publisher: Frontiers Media S.A.
DOI: 10.3389/fhumd.2021.688152

Comparing the diagnostic accuracy of point-of-care lateral flow antigen testing for SARS-CoV-2 with RT-PCR in primary care (REAP-2)

Author(s): Werner Leber, Oliver Lammel, Andrea Siebenhofer, Monika Redlberger-Fritz, Jasmina Panovska-Griffiths, Thomas Czypionka
Published in: EClinicalMedicine, 2021, Page(s) 101011, ISSN 2589-5370
Publisher: The Lancet EClinicalMedicine
DOI: 10.1016/j.eclinm.2021.101011

How to combine ESG scores? A proposal based on credit rating prediction

Author(s): Agosto, A., Giudici, P., Tanda, A.
Published in: Corporate Social Responsibility and Environmental Management, 2023, ISSN 1535-3966
Publisher: Wiley
DOI: 10.1002/csr.2548

On the efficient synthesis of short financial time series: A Dynamic Factor Model approach

Author(s): Bitetto, A., Cerchiello, P., Mertzanis, C
Published in: Finance Research Letters, 2023, ISSN 1544-6123
Publisher: Elsevier BV
DOI: 10.1016/j.frl.2023.103678

Impact of COVID-19 pandemic on mental health and health behaviors in Swedish adolescents

Author(s): Yun Chen, Walter Osika, Göran Henriksson, Johan Dahlstrand, Peter Friberg
Published in: Scandinavian Journal of Public Health, 2021, Page(s) 140349482110217, ISSN 1403-4948
Publisher: SAGE Publications
DOI: 10.1177/14034948211021724

Empowering local communities using artificial intelligence

Author(s): Yen-Chia Hsu, Ting-Hao ‘Kenneth’ Huang, Himanshu Verma, Andrea Mauri, Illah Nourbakhsh, Alessandro Bozzon
Published in: Patterns, 2022, ISSN 2666-3899
Publisher: Elsevier
DOI: 10.1016/j.patter.2022.100449

A data-driven approach to measuring epidemiological susceptibility risk around the world

Author(s): Bitetto, A., Cerchiello, P., Mertzanis, C
Published in: Scientific Reports, Issue 20452322, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-03322-8

Bayesian time‐varying autoregressive models of COVID‐19 epidemics

Author(s): Paolo Giudici; Barbara Tarantino; Arkaprava Roy
Published in: Biometrical Journal, Issue 1, 2022, ISSN 1521-4036
Publisher: Wiley
DOI: 10.1002/bimj.202200054

Risk assessment of COVID-19 epidemic resurgence in relation to SARS-CoV-2 variants and vaccination passes.

Author(s): Krueger T, Gogolewski K, Bodych M, Gambin A, Giordano G, Cuschieri S, Czypionka T, Perc M, Petelos E, Rosińska M, Szczurek E.
Published in: Nature Communications Medicine, 2022, ISSN 1078-8956
Publisher: Nature Publishing Group
DOI: 10.1038/s43856-022-00084-w

One Year of COVID-19 Vaccine Misinformation on Twitter: Longitudinal Study

Author(s): Pierri F, DeVerna MR, Yang KC, Axelrod D, Bryden J, Menczer F.
Published in: J Med Internet Res, 2023, ISSN 1438-8871
Publisher: Journal of medical Internet Research
DOI: 10.2196/42227

Climate change and financial stability: Natural disaster impacts on global stock markets

Author(s): Paolo Pagnottoni, Alessandro Spelta, Andrea Flori, FabioPammolli
Published in: Physica A: Statistical mechanics and its applications, 2022, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2022.127514

The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19

Author(s): Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang
Published in: Journal of Healthcare Informatics Research, 2023, ISSN 2509-498X
Publisher: Springer
DOI: 10.1007/s41666-023-00126-5

Responsiveness of open innovation to COVID-19 pandemic: The case of data for good

Author(s): Francesco Scotti; Francesco Pierri; Giovanni Bonaccorsi; Andrea Flori
Published in: PLOS ONE, Issue 2, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0267100

Predicting emerging SARS-CoV-2 variants of concern through a One Class dynamic anomaly detection algorithm

Author(s): Giovanna Nicora, Marco Salemi, Simone Marini and Riccardo Bellazzi
Published in: BMJ Health and care informatics, 2022, ISSN 2632-1009
Publisher: BMJ
DOI: 10.1136/bmjhci-2022-100643

Sentiment, Google queries and explosivity in the cryptocurrency market

Author(s): Arianna Agosto; Paola Cerchiello; Paolo Pagnottoni
Published in: Physica A - Statistical mechanics and its applications, Issue 03784371, 2022, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2022.128016

A global perspective on the intrinsic dimensionality of COVID-19 data

Author(s): A. Varghese, E. Santos-Fernandez, F. Denti, A. Mira
Published in: Scientific Reports, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-36116-1

Assessing Trustworthy AI in times of COVID-19. Deep Learning for predicting a multi-regional score conveying the degree of lung compromise in COVID-19 patients

Author(s): H. Allahabadi et al.
Published in: IEEE Transactions on Technology and Society, Issue 02780097, 2022, ISSN 0278-0097
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tts.2022.3195114

The economics of stop-and-go epidemic control

Author(s): Claudius Gros, Daniel Gros
Published in: Socio-Economic Planning Sciences, Issue Volume 81, June 2022, 101196, 2022, ISSN 0038-0121
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.seps.2021.101196

Digital proximity tracing on empirical contact networks for pandemic control

Author(s): G. Cencetti, G. Santin, A. Longa, E. Pigani, A. Barrat, C. Cattuto, S. Lehmann, M. Salathé, B. Lepri
Published in: Nature Communications, Issue 12/1, 2021, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-021-21809-w

COVID-19 Pandemic and its impact on Training Programs of MedicalResidency in Romania

Author(s): Constantinescu G, Gheorghe G, Ionescu VA, Plotogea O-M, Sandru V, Diaconu CC, Varlas VN, Bacalbasa N, Diaconu CC, Stan-Ilie M
Published in: Gastroenterology insights, Issue 2022, 13(1), 2022, Page(s) 106-116, ISSN 2036-7422
Publisher: MDPI
DOI: 10.3390/gastroent13010012

Financial networks of cryptocurrency prices in time-frequency domains

Author(s): Pagnottoni, P., Famà, A. & Kim, JM
Published in: Quality & Quantity, 2023, ISSN 0033-5177
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11135-023-01704-w

A multivariate statistical approach to predict COVID‐19 count data with epidemiological interpretation and uncertainty quantification

Author(s): Francesco Bartolucci, Fulvia Pennoni, Antonietta Mira
Published in: Statistics in Medicine, 2021, ISSN 0277-6715
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/sim.9129

COVID-19 vaccines, mobility, and pandemic bureaucracies: Undocumented migrants’ perspectives from Italy's Alpine border

Author(s): Torre C, Storer E
Published in: Journal of Migration and Health, 2023, ISSN 2666-6235
Publisher: Elsevier
DOI: 10.1016/j.jmh.2023.100189

A synthetic dataset of liver disorder patients

Author(s): Giovanna Nicora, Tommaso Mario Buonocore, Enea Parimbelli
Published in: Data in Brief, 2023, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2023.108921

Windows of repression: Using COVID-19 policies against political dissidents?

Author(s): Barceló, Joan, Robert Kubinec, Cindy Cheng, Tiril Høye Rahn, and Luca Messerschmidt
Published in: Journal of Peace Research, 2022, ISSN 0022-3433
Publisher: SAGE Publications
DOI: 10.1177/00223433211062389

Why did AI get this one wrong? — Tree-based explanations of machine learning model predictions

Author(s): Enea Parimbelli, Tommaso Mario Buonocorea, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
Published in: Artificial Intelligence in Medicine, 2022, ISSN 0933-3657
Publisher: Elsevier BV
DOI: 10.1016/j.artmed.2022.102471

A Web-Based Co-Creation and User Engagement Method and Platform.

Author(s): Tocchetti, A., Corti, L., Brambilla, M., Marco, D.D
Published in: Lecture Notes in Computer Science, 2021, ISSN 0302-9743
Publisher: Springer Verlag
DOI: 10.1007/978-3-030-74296-6_38

The political economy of lockdown: Does free media matter?

Author(s): Besley T, Dray S
Published in: European Journal of Political Economy, 2023, ISSN 0176-2680
Publisher: Elsevier BV
DOI: 10.1016/j.ejpoleco.2023.102361

Mental Health and Quality & Safety of Care in Czech Residential Institutions during the COVID-19 Pandemic: A Mixed-Methods Study

Author(s): Zoe Guerrero, Akmal-Alikhan Aliev, Lucie Kondrátová, Bibiána Jozefiaková, Natálie Nesázalová, Josephine Gabriela Saňáková & Petr Winkler
Published in: Psychiatric Quarterly, 2021, ISSN 0033-2720
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11126-021-09912-z

Capturing the COVID-19 Crisis through Public Health and Social Measures Data Science

Author(s): Cheng, Cindy, Amélie Desvars-Larrive, Bernhard Ebbinghaus, Thomas Hale, Alexandra Howes, Lukas Lehner, Luca Messerschmidt et al
Published in: Scientific Data, 2022, ISSN 2052-4463
Publisher: Nature Publishing
DOI: 10.1038/s41597-022-01616-8

Hindsight is 2020 vision: a characterisation of the global response to the COVID-19 pandemic

Author(s): David J. Warne, Anthony Ebert, Christopher Drovandi, Wenbiao Hu, Antonietta Mira, Kerrie Mengersen
Published in: BMC Public Health, Issue 20/1, 2020, ISSN 1471-2458
Publisher: BioMed Central
DOI: 10.1186/s12889-020-09972-z

Initial coin offerings and ESG: Allies or enemies?

Author(s): Bitetto A, Cerchiello P
Published in: Finance Research Letters, 2023, ISSN 1544-6123
Publisher: Elsevier BV
DOI: 10.1016/j.frl.2023.104227

Monitoring COVID‐19 contagion growth

Author(s): Arianna Agosto, Alexandra Campmas, Paolo Giudici, Andrea Renda
Published in: Statistics in Medicine, 2021, ISSN 0277-6715
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/sim.9020

A New Interactive Tool to Visualize and Analyze COVID-19 Data: The PERISCOPE Atlas

Author(s): Daniele Pala; Enea Parimbelli; Cristiana Larizza; Cindy Cheng; Manuel Ottaviano; Andrea Pogliaghi; Goran Đukić; Aleksandar Jovanović; Ognjen Milićević; Vladimir Urošević; Paola Cerchiello; Paolo Giudici; Riccardo Bellazzi
Published in: International Journal of Environmental Research and Public Health; Volume 19; Issue 15; Pages: 9136, Issue 3, 2022, ISSN 1660-4601
Publisher: MDPI
DOI: 10.3390/ijerph19159136

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

Author(s): Emil Nafis Iftekhar, Viola Priesemann, Rudi Balling, Simon Bauer, 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,
Published in: The Lancet Regional Health - Europe, 2021, Page(s) 100185, ISSN 2666-7762
Publisher: Elsevier Ltd.
DOI: 10.1016/j.lanepe.2021.100185

Impact of a national-scale targeted point-of-care symptomatic Lateral FlowTesting on trends in COVID-19 infections, hospitalisations and deaths during the second epidemic wave in Austria (REAP3)

Author(s): Reitzinger S, Czypionka T, Lammel O, Panovska-Griffiths J, Leber W.
Published in: BMC Public Health, 2023, ISSN 1471-2458
Publisher: BioMed Central
DOI: 10.1186/s12889-023-15364-w

Epidemics and the Military: Responding to COVID-19 in Uganda.

Author(s): Parker M, Baluku M, Ozunga BE, Okello B, Kermundu P, Akello G, MacGregor H, Leach M, Allen T.
Published in: Social Science & Medicine, 2022, ISSN 0277-9536
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.socscimed.2022.115482

COVID-19 vaccine acceptance: A comparative longitudinal analysis of the association between risk perception, confidence, and the acceptance of a COVID-19 vaccine

Author(s): Mauro Martinelli , Giuseppe Alessandro Veltri
Published in: Risk Analysis, 2023, ISSN 0272-4332
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/risa.14200

Pandemic responsiveness: Evidence from social distancing and lockdown policy during COVID-19

Author(s): Besley T, Dray S
Published in: Plos One, 2022, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0267611

Lockdowns and the US Unemployment Crisis

Author(s): Dreger, C., Gros, D
Published in: Economics of disasters and climate change, Issue 25111299, 2022, ISSN 2511-1299
Publisher: Springer
DOI: 10.1007/s41885-021-00092-5

Measuring financial soundness around the world: A machine learning approach

Author(s): Bitetto, A., Cerchiello, P., Mertzanis, C
Published in: International Review of Financial Analysis, 2023, ISSN 1057-5219
Publisher: Elsevier BV
DOI: 10.1016/j.irfa.2022.102451