Project
PANDEM-2
Pandemic Preparedness and Response
 
  
 Pandemic Preparedness and Response
Info
Subjects
Partners
ASSOCIAZIONE DELLA CROCE ROSSA ITALIANA, Instituto Nacional de Saúde Doutor Ricardo Jorge, Österreichisches Rotes Kreuz, Fraunhofer Gesellschaft Zue Foerderung der Angewandten Forschung E.V., Université Catholique de Louvain, Pintail LTD, Terveyden ja hyvinvoinnin laitos, Folkhälsomyndigheten, RIJKSINSTITUUT VOOR VOLKSGEZONDHEID EN MILIEU, Institutul National de Sanatate Publica, Robert Koch-Institut, Stichting Katholieke Universiteit, EPICONCEPT GROUP, Clarisoft Technologies Rom, Instituto Nacional de Emergência Médica, Trilateral Research Ltd, C.C.I.C.C. Limited, National University of Ireland Galway
People

PANDEM-2 implements and demonstrates the most important novel concepts and IT systems to improve the capacity of European pandemic planning and response.
Following the PANDEM project (with the same coordinator and many shared partners) and extensive subsequent stakeholder engagement, research and prioritisation, PANDEM-2 meets the real- worPANDEM-2 implements and demonstrates the most important novel concepts and IT systems to improve the capacity of European pandemic planning and response. Following the PANDEM project (with the same coordinator and many shared partners) and extensive subsequent stakeholder engagement, research and prioritisation, PANDEM-2 meets the real-world needs of public health agencies responsible for pandemics (‘pandemic managers’) and first responders across Europe. PANDEM-2 will enable and demonstrate the capture and integration of pandemic-relevant data from international systems (Go.Data outputs, EWRS, TESSy, etc.), participative surveillance (Influenzanet, Studybugs, etc.), from laboratory (next generation sequencing) systems and from social media (Twitter, Reddit). This data will be accessible and can be analysed via an online dashboard, designed and built to support the specific needs of pandemic managers. Additional high-priority tools for pandemic spread prediction, visual analytics and resources management, including workforce capacity mapping, will improve preparedness and planning, and enable pandemic managers to be as well positioned as possible for a pandemic when it comes. To test the system, while also networking and building relationships across borders and organisations, pandemic managers and first responders from multiple Member States will work together in EU-wise demonstrations, planning and responding to several pandemic scenarios, from Ebola to SARS/MERS CoV, to pandemic influenza. Pandemic communications, highlighted as a key capability gap, will be addressed by resource creation, training and evaluation.
Related publications
 Comparative evaluation of behavioral epidemic models using COVID-19 data
Comparative evaluation of behavioral epidemic models using COVID-19 data
 Clinical characteristics of COVID-19 in children and adolescents: insights from an Italian paediatric cohort using a machine-learning approach
Clinical characteristics of COVID-19 in children and adolescents: insights from an Italian paediatric cohort using a machine-learning approach
 Exploring influenza vaccination determinants through digital participatory surveillance
Exploring influenza vaccination determinants through digital participatory surveillance
 Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile
Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile
 Public Goods Games in Disease Evolution and Spread
Public Goods Games in Disease Evolution and Spread
 Collaborative forecasting of influenza-like illness in Italy: The Influcast experience
Collaborative forecasting of influenza-like illness in Italy: The Influcast experience
 A statistical modelling approach for determining the cause of reported respiratory syndromes from internet-based participatory surveillance when influenza virus and SARS-CoV-2 are co-circulating
A statistical modelling approach for determining the cause of reported respiratory syndromes from internet-based participatory surveillance when influenza virus and SARS-CoV-2 are co-circulating
 Real-time estimates of the emergence and dynamics of SARS-CoV-2 variants of concern: A modeling approach
Real-time estimates of the emergence and dynamics of SARS-CoV-2 variants of concern: A modeling approach
 Modeling the interplay between disease spread, behaviors, and disease perception with a data-driven approach
Modeling the interplay between disease spread, behaviors, and disease perception with a data-driven approach
 Routes of importation and spatial dynamics of SARS-CoV-2 variants during localized interventions in Chile
Routes of importation and spatial dynamics of SARS-CoV-2 variants during localized interventions in Chile
 Generalized contact matrices allow integrating socioeconomic variables into epidemic models
Generalized contact matrices allow integrating socioeconomic variables into epidemic models
 Social interactions of dairy cows and their association with milk yield and somatic cell count
Social interactions of dairy cows and their association with milk yield and somatic cell count
 Integrated environmental and clinical surveillance for the prevention of acute respiratory infections (ARIs) in indoor environments and vulnerable communities (Stell-ARI): Protocol
Integrated environmental and clinical surveillance for the prevention of acute respiratory infections (ARIs) in indoor environments and vulnerable communities (Stell-ARI): Protocol
 A multiscale modeling framework for Scenario Modeling: Characterizing the heterogeneity of the COVID-19 epidemic in the US
A multiscale modeling framework for Scenario Modeling: Characterizing the heterogeneity of the COVID-19 epidemic in the US
 Research ethics and artificial intelligence for global health: perspectives from the global forum on bioethics in research
Research ethics and artificial intelligence for global health: perspectives from the global forum on bioethics in research
 Estimating household contact matrices structure from easily collectable metadata
Estimating household contact matrices structure from easily collectable metadata
 Political context of the European vaccine debate on Twitter
Political context of the European vaccine debate on Twitter
 Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic
Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic
 Gender in the disclosure of loneliness on Twitter during COVID-19 lockdowns
Gender in the disclosure of loneliness on Twitter during COVID-19 lockdowns
 Reflections On Epidemiological Modeling To Inform Policy During The COVID-19 Pandemic In Western Europe, 2020–23
Reflections On Epidemiological Modeling To Inform Policy During The COVID-19 Pandemic In Western Europe, 2020–23
 Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
 Impact of food-related conflicts on self-reported food insecurity
Impact of food-related conflicts on self-reported food insecurity
 The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
The limits of human mobility traces to predict the spread of COVID-19: a transfer entropy approach
 Enabling Multicentric Participatory Disease Surveillance for Global Health Enhancement: Viewpoint on Global Flu View
Enabling Multicentric Participatory Disease Surveillance for Global Health Enhancement: Viewpoint on Global Flu View
 Modeling self-propagating malware with epidemiological models
Modeling self-propagating malware with epidemiological models
 Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
 Big Social Media Twitter Data for Studying Social Connection: Case Study of Loneliness
Big Social Media Twitter Data for Studying Social Connection: Case Study of Loneliness
 Echo Chambers of Vaccination Hesitancy Discussion on Social Media during COVID-19 Pandemic
Echo Chambers of Vaccination Hesitancy Discussion on Social Media during COVID-19 Pandemic
 Estimating the impact of COVID-19 vaccine inequities: a modeling study
Estimating the impact of COVID-19 vaccine inequities: a modeling study
 The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador
 Comfort Foods and Community Connectedness: Investigating Diet Change during COVID-19 Using YouTube Videos on Twitter
Comfort Foods and Community Connectedness: Investigating Diet Change during COVID-19 Using YouTube Videos on Twitter
 The Pursuit of Peer Support for Opioid Use Recovery on Reddit
The Pursuit of Peer Support for Opioid Use Recovery on Reddit
 Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study
Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study
 Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19
Impact of tiered measures on social contact and mixing patterns of in Italy during the second wave of COVID-19
 Sustainable nutrition and the case of vegetable oils to match present and future dietary needs
Sustainable nutrition and the case of vegetable oils to match present and future dietary needs
 Participatory Surveillance for COVID-19 Trend Detection in Brazil: Cross-sectional Study
Participatory Surveillance for COVID-19 Trend Detection in Brazil: Cross-sectional Study
 Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish
Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish
 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
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
 Simplicially driven simple contagion
Simplicially driven simple contagion
 Potential role of biologgers to automate detection of lame ewes and lambs
Potential role of biologgers to automate detection of lame ewes and lambs
 Unraveling the COVID-19 hospitalization dynamics in Spain using Bayesian inference
Unraveling the COVID-19 hospitalization dynamics in Spain using Bayesian inference
 Unraveling the COVID-19 hospitalization dynamics in Spain using publicly available data
Unraveling the COVID-19 hospitalization dynamics in Spain using publicly available data
 Food composition databases in the era of Big Data: Vegetable oils as a case study
Food composition databases in the era of Big Data: Vegetable oils as a case study
 A dataset to assess mobility changes in Chile following local quarantines
A dataset to assess mobility changes in Chile following local quarantines
 Social behaviour and transmission of lameness in a flock of ewes and lambs
Social behaviour and transmission of lameness in a flock of ewes and lambs
 Psychotropic drug purchases during the COVID‑19 pandemic in Italy and their relationship with mobility restrictions
Psychotropic drug purchases during the COVID‑19 pandemic in Italy and their relationship with mobility restrictions
 I feel you: Mixed-methods study of social support of loneliness on twitter
I feel you: Mixed-methods study of social support of loneliness on twitter
 Multilayer networks with higher-order interaction reveal the impact of collective behavior on epidemic dynamics
Multilayer networks with higher-order interaction reveal the impact of collective behavior on epidemic dynamics
 Digital Epidemiology
Digital Epidemiology
 Comparing Sources of Mobility for Modelling the Epidemic Spread of Zika Virus in Colombia
Comparing Sources of Mobility for Modelling the Epidemic Spread of Zika Virus in Colombia
 Modeling the impact of COVID-19 on future tuberculosis burden
Modeling the impact of COVID-19 on future tuberculosis burden
 Behavior Change Around an Online Health Awareness Campaign: A Causal Impact Study
Behavior Change Around an Online Health Awareness Campaign: A Causal Impact Study
 All the lonely people: Effects of social isolation on self-disclosure of loneliness on Twitter
All the lonely people: Effects of social isolation on self-disclosure of loneliness on Twitter
 Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas
Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas
 Ensemble of opinion dynamics models to understand the role of the undecided about vaccines
Ensemble of opinion dynamics models to understand the role of the undecided about vaccines
 Assessing the Risk of Spatial Spreading of Diseases in Hospitals
Assessing the Risk of Spatial Spreading of Diseases in Hospitals
 Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model
Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model
 Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate
Echoes through Time: Evolution of the Italian COVID-19 Vaccination Debate
 Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions
Evidence of pandemic fatigue associated with stricter tiered COVID-19 restrictions
 Anatomy of the first six months of COVID-19 vaccination campaign in Italy
Anatomy of the first six months of COVID-19 vaccination campaign in Italy
 Addressing the socioeconomic divide in computational modeling for infectious diseases
Addressing the socioeconomic divide in computational modeling for infectious diseases
 STAMINA: Bioinformatics Platform for Monitoring and Mitigating Pandemic Outbreaks
STAMINA: Bioinformatics Platform for Monitoring and Mitigating Pandemic Outbreaks
 Staying Strong, But For How Long? Mental Health During COVID-19 in Italy
Staying Strong, But For How Long? Mental Health During COVID-19 in Italy
 Epidemic spreading in populations of mobile agents with adaptive behavioral response
Epidemic spreading in populations of mobile agents with adaptive behavioral response
 Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States
Googling for Abortion: Search Engine Mediation of Abortion Accessibility in the United States
 Association networks and social temporal dynamics in ewes and lambs
Association networks and social temporal dynamics in ewes and lambs
 Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe
Are People Optimistically Biased about the Risk of COVID-19 infection? Lessons from the first wave of the pandemic in Europe
 Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study
Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study
 Infodemics: A new challenge for public health
Infodemics: A new challenge for public health
 Impact of data accuracy on the evaluation of COVID-19 mitigation policies
Impact of data accuracy on the evaluation of COVID-19 mitigation policies
 Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
 Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
Interplay between mobility, multi-seeding and lockdowns shapes COVID-19 local impact
 The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
 Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
Spatial and temporal variation in proximity networks of commercial dairy cattle in Great Britain
 Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
Socio-economic determinants of mobility responses during the first wave of COVID-19 in Italy: from provinces to neighbourhoods
 Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020
 YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns
YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns
 Risk factors associated with the incidence of self-reported COVID-19-like illness: data from a web-based syndromic surveillance system in the Netherlands
Risk factors associated with the incidence of self-reported COVID-19-like illness: data from a web-based syndromic surveillance system in the Netherlands
 The impact of relaxing interventions on human contact patterns and SARS-CoV-2 transmission in China
The impact of relaxing interventions on human contact patterns and SARS-CoV-2 transmission in China
 Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
Effect of manual and digital contact tracing on COVID-19 outbreaks: a study on empirical contact data
 Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
 The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach
The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach
 Data-driven estimate of SARS-CoV-2 herd immunity threshold in populations with individual contact pattern variations
Data-driven estimate of SARS-CoV-2 herd immunity threshold in populations with individual contact pattern variations
 Digital proximity tracing on empirical contact networks for pandemic control
Digital proximity tracing on empirical contact networks for pandemic control
 Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China
Infectivity, susceptibility, and risk factors associated with SARS-CoV-2 transmission under intensive contact tracing in Hunan, China
 Seeding COVID-19 across Sub-Saharan Africa: An Analysis of Reported Importation Events across 49 Countries
Seeding COVID-19 across Sub-Saharan Africa: An Analysis of Reported Importation Events across 49 Countries
 Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach
Combining Wearable Devices and Mobile Surveys to Study Child and Youth Development in Malawi: Implementation Study of a Multimodal Approach
 Time to evaluate COVID-19 contact-tracing apps
Time to evaluate COVID-19 contact-tracing apps
 Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
 Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2
Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2
 Inferring high-resolution human mixing patterns for disease modeling
Inferring high-resolution human mixing patterns for disease modeling
 Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions
Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions
 The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions
 Risk of Secondary Infection Waves of COVID-19 in an Insular Region: The Case of the Balearic Islands, Spain
Risk of Secondary Infection Waves of COVID-19 in an Insular Region: The Case of the Balearic Islands, Spain
 Trends and Characteristics of Emergency Medical Services in Italy: A 5-Years Population-Based Registry Analysis
Trends and Characteristics of Emergency Medical Services in Italy: A 5-Years Population-Based Registry Analysis
 Here, the huge rainbow within the COVID-19 storm
Here, the huge rainbow within the COVID-19 storm
 Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control
Superspreading events in the transmission dynamics of SARS-CoV-2: Opportunities for interventions and control
 Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting
Beyond R0: Heterogeneity in secondary infections and probabilistic epidemic forecasting
 Early Insights from Statistical and Mathematical Modeling of Key Epidemiologic Parameters of COVID-19
Early Insights from Statistical and Mathematical Modeling of Key Epidemiologic Parameters of COVID-19
 Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis
Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis
 Impact of Online Health Awareness Campaign: Case of National Eating Disorders Association
Impact of Online Health Awareness Campaign: Case of National Eating Disorders Association
 Crowding and the shape of COVID-19 epidemics
Crowding and the shape of COVID-19 epidemics
 Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability
Assessing the spread of COVID-19 in Brazil: Mobility, morbidity and social vulnerability
 A computational framework for modeling and studying pertussis epidemiology and vaccination
A computational framework for modeling and studying pertussis epidemiology and vaccination
 Flocking-enhanced social contagion
Flocking-enhanced social contagion
 Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models
Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models
 Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19
Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19
 Socioeconomic bias in influenza surveillance
Socioeconomic bias in influenza surveillance
 COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
COVID-19 outbreak response, a dataset to assess mobility changes in Italy following national lockdown
 A data-driven assessment of early travel restrictions related to the spreading of the novel COVID-19 within mainland China
A data-driven assessment of early travel restrictions related to the spreading of the novel COVID-19 within mainland China
 Sentiment and Moral Narratives during COVID-19
Sentiment and Moral Narratives during COVID-19
 Grippenet: A New Tool for the Monitoring, Risk-Factor and Vaccination Coverage Analysis of Influenza-Like Illness in Switzerland
Grippenet: A New Tool for the Monitoring, Risk-Factor and Vaccination Coverage Analysis of Influenza-Like Illness in Switzerland
 COVID-19 on Facebook Ads: Competing Agendas around a Public Health Crisis
COVID-19 on Facebook Ads: Competing Agendas around a Public Health Crisis
 The Institutionalisation of Digital Public Health: Lessons Learned from the COVID-19 App
The Institutionalisation of Digital Public Health: Lessons Learned from the COVID-19 App
 Evaluation of the potential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach
Evaluation of the potential incidence of COVID-19 and effectiveness of containment measures in Spain: a data-driven approach
 Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018
Spatial heterogeneity and socioeconomic determinants of opioid prescribing in England between 2015 and 2018
 Towards a data-driven characterization of behavioral changes induced by the seasonal flu
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
 Reshaping a nation: Mobility, commuting, and contact patterns during the COVID-19 outbreak
Reshaping a nation: Mobility, commuting, and contact patterns during the COVID-19 outbreak
 Modelling COVID-19
Modelling COVID-19
 Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study
Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study
 Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China
Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China
 Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
 The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
 Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak
Assessing changes in commuting and individual mobility in major metropolitan areas in the United States during the COVID-19 outbreak
 The effect of human mobility and control measures on the COVID-19 epidemic in China
The effect of human mobility and control measures on the COVID-19 epidemic in China
 The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic
The impact of news exposure on collective attention in the United States during the 2016 Zika epidemic
 Detecting critical slowing down in high-dimensional epidemiological systems
Detecting critical slowing down in high-dimensional epidemiological systems
 Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London
Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London
 The effect of age, environment and management on social contact patterns in sheep
The effect of age, environment and management on social contact patterns in sheep
 Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City
Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City
 Asymptomatic Infection and Transmission of Pertussis in Households: A Systematic Review
Asymptomatic Infection and Transmission of Pertussis in Households: A Systematic Review
 Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England
Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England
 Digital Health Innovation: From Proof of Concept to Public Value
Digital Health Innovation: From Proof of Concept to Public Value
 Epidemic spreading with awareness and different time scales in multiplex networks
Epidemic spreading with awareness and different time scales in multiplex networks
 Study design and protocol for investigating social network patterns in rural and urban schools and households in a coastal setting in Kenya using wearable proximity sensors
Study design and protocol for investigating social network patterns in rural and urban schools and households in a coastal setting in Kenya using wearable proximity sensors
 High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection
High-resolution contact networks of free-ranging domestic dogs Canis familiaris and implications for transmission of infection
 Effect of Values and Technology Use on Exercise: Implications for Personalized Behavior Change Interventions
Effect of Values and Technology Use on Exercise: Implications for Personalized Behavior Change Interventions
 Participatory Disease Surveillance Systems: Ethical Framework
Participatory Disease Surveillance Systems: Ethical Framework
 Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
Wearable Proximity Sensors for Monitoring a Mass Casualty Incident Exercise: Feasibility Study
 Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms
Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms
 The future of influenza forecasts
The future of influenza forecasts
 Global flu view: a platform to connect crowdsourced disease surveillance around the world
Global flu view: a platform to connect crowdsourced disease surveillance around the world
 How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
How Search Engine Data Enhance the Understanding of Determinants of Suicide in India and Inform Prevention: Observational Study
 Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
 Fake Cures: User-centric Modeling of Health Misinformation in Social Media
Fake Cures: User-centric Modeling of Health Misinformation in Social Media
 Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic
Quantifying the risk of local Zika virus transmission in the contiguous US during the 2015–2016 ZIKV epidemic
 Quantifying the risk of local Zika virus transmission in the continental US during the 2015-2016 ZIKV epidemic
Quantifying the risk of local Zika virus transmission in the continental US during the 2015-2016 ZIKV epidemic
 grippeNET App: Enhancing Participatory Influenza Monitoring Through Mobile Phone Sensors
grippeNET App: Enhancing Participatory Influenza Monitoring Through Mobile Phone Sensors
 Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals
Multimodal Classification of Stressful Environments in Visually Impaired Mobility Using EEG and Peripheral Biosignals
 A Topological Data Analysis Approach to Influenza-Like-Illness
A Topological Data Analysis Approach to Influenza-Like-Illness
 Close encounters between infants and household members measured through wearable proximity sensors
Close encounters between infants and household members measured through wearable proximity sensors
 Mobile Assistive Technologies
Mobile Assistive Technologies
 The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation
The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation
 Self-Swabbing for Virological Confirmation of Influenza-Like Illness Among an Internet-Based Cohort in the UK During the 2014-2015 Flu Season: Pilot Study
Self-Swabbing for Virological Confirmation of Influenza-Like Illness Among an Internet-Based Cohort in the UK During the 2014-2015 Flu Season: Pilot Study
 Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids
Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids
 Resilience management during large-scale epidemic outbreaks
Resilience management during large-scale epidemic outbreaks
 Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
 Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe
Influenzanet: Citizens Among 10 Countries Collaborating to Monitor Influenza in Europe
 Spread of Zika virus in the Americas
Spread of Zika virus in the Americas
 Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
 Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
Using Participatory Web-based Surveillance Data to Improve Seasonal Influenza Forecasting in Italy
 Participatory Online Surveillance as a Supplementary Tool to Sentinel Doctors for Influenza-Like Illness Surveillance in Italy
Participatory Online Surveillance as a Supplementary Tool to Sentinel Doctors for Influenza-Like Illness Surveillance in Italy
 Participatory Syndromic Surveillance of Influenza in Europe
Participatory Syndromic Surveillance of Influenza in Europe
 Containing Ebola at the Source with Ring Vaccination
Containing Ebola at the Source with Ring Vaccination
 Exploring multimodal biosignal features for stress detection during indoor mobility
Exploring multimodal biosignal features for stress detection during indoor mobility
 School closure policies at municipality level for mitigating influenza spread: a model-based evaluation
School closure policies at municipality level for mitigating influenza spread: a model-based evaluation
 Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis
Spatiotemporal dynamics of the Ebola epidemic in Guinea and implications for vaccination and disease elimination: a computational modeling analysis
 Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
Real-Time Assessment of the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
 Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes
Contact diaries versus wearable proximity sensors in measuring contact patterns at a conference: method comparison and participants’ attitudes
 Identifying Urban mobility challenges for the visually impaired with mobile monitoring of multimodal biosignals
Identifying Urban mobility challenges for the visually impaired with mobile monitoring of multimodal biosignals
 Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors
Quantifying social contacts in a household setting of rural Kenya using wearable proximity sensors
 Mental health and social networks in early adolescence: A dynamic study of objectively-measured social interaction behaviors.
Mental health and social networks in early adolescence: A dynamic study of objectively-measured social interaction behaviors.
 Supporting Epidemic Intelligence, Personalised and Public Health with advanced computational methods
Supporting Epidemic Intelligence, Personalised and Public Health with advanced computational methods
 The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
 Ten-year performance of Influenzanet: ILI time series, risks, and vaccine effects in the Grote Griepmeting, Gripenet, and Influweb cohorts
Ten-year performance of Influenzanet: ILI time series, risks, and vaccine effects in the Grote Griepmeting, Gripenet, and Influweb cohorts
 Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis
Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the eff ectiveness of non-pharmaceutical interventions: a computational modelling analysis
 Characterising two-pathogen competition in spatially structured environments
Characterising two-pathogen competition in spatially structured environments
 Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital
Combining High-Resolution Contact Data with Virological Data to Investigate Influenza Transmission in a Tertiary Care Hospital
 Mitigation of infectious disease at school: targeted class closure vs school closure
Mitigation of infectious disease at school: targeted class closure vs school closure
 Ebola: mobility data
Ebola: mobility data
 Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
Assessing the impact of travel restrictions on international spread of the 2014 West African Ebola epidemic
 Internet-Based Epidemiology
Internet-Based Epidemiology
 The representativeness of a European multi-center network for influenza-like-illness participatory surveillance
The representativeness of a European multi-center network for influenza-like-illness participatory surveillance
 Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
Assessing the International Spreading Risk Associated with the 2014 West African Ebola Outbreak
 The infection tree of global epidemics
The infection tree of global epidemics
 Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet
Determinants of Follow-Up Participation in the Internet-Based European Influenza Surveillance Platform Influenzanet
 Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data‐driven simulations of infectious diseases
Measuring contact patterns with wearable sensors: methods, data characteristics and applications to data‐driven simulations of infectious diseases
 Containing the accidental laboratory escape of potential pandemic influenza viruses
Containing the accidental laboratory escape of potential pandemic influenza viruses
 Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience
 Immunization strategies for epidemic processes in time-varying contact networks
Immunization strategies for epidemic processes in time-varying contact networks
 Wearable Sensor Networks for Measuring Face-to-Face Contact Patterns in Healthcare Settings
Wearable Sensor Networks for Measuring Face-to-Face Contact Patterns in Healthcare Settings
 Digital Epidemiology
Digital Epidemiology
 Estimating potential infection transmission routes in hospital wards using wearable proximity sensors
Estimating potential infection transmission routes in hospital wards using wearable proximity sensors
 Host mobility drives pathogen competition in spatially structured populations
Host mobility drives pathogen competition in spatially structured populations
 Human mobility and the worldwide impact of intentional localized highly pathogenic virus release
Human mobility and the worldwide impact of intentional localized highly pathogenic virus release
 An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices
An infectious disease model on empirical networks of human contact: bridging the gap between dynamic network data and contact matrices
 Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
 On the usefulness of ontologies in epidemiology research and practice
On the usefulness of ontologies in epidemiology research and practice
 Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort
Rapid assessment of influenza vaccine effectiveness: analysis of an internet-based cohort
 High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School
High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School
 Towards a Characterization of Behavior-Disease Models
Towards a Characterization of Behavior-Disease Models
 Simulation of an SIR infectious disease model on the dynamic contact network of conference attendees
Simulation of an SIR infectious disease model on the dynamic contact network of conference attendees
 Assessing the ecotoxicologic hazards of a pandemic influenza medical response
Assessing the ecotoxicologic hazards of a pandemic influenza medical response
 Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable radio frequency devices
Close encounters in a pediatric ward: measuring face-to-face proximity and mixing patterns with wearable radio frequency devices
 The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale
The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale
 Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy
Internet-based monitoring system for infuenza-like illness: H1N1 surveillance in Italy
 Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic
Internet-based surveillance of Influenza-like-illness in the UK during the 2009 H1N1 influenza pandemic
 Modeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model
Modeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model
 Comparing large-scale computational approaches to epidemic modeling: agent-based versus structured metapopulation models
Comparing large-scale computational approaches to epidemic modeling: agent-based versus structured metapopulation models
 Multiscale mobility networks and the large scale spreading of infectious diseases
Multiscale mobility networks and the large scale spreading of infectious diseases
 Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
 Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
 Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
 Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
 Comparative evaluation of behavioral epidemic models using COVID-19 data
Comparative evaluation of behavioral epidemic models using COVID-19 data
 Clinical characteristics of COVID-19 in children and adolescents: insights from an Italian paediatric cohort using a machine-learning approach
Clinical characteristics of COVID-19 in children and adolescents: insights from an Italian paediatric cohort using a machine-learning approach
 Exploring influenza vaccination determinants through digital participatory surveillance
Exploring influenza vaccination determinants through digital participatory surveillance
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