4.8 Article

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time

Related references

Note: Only part of the references are listed.
Article Multidisciplinary Sciences

Inferring high-resolution human mixing patterns for disease modeling

Dina Mistry et al.

Summary: Mathematical and computational modeling approaches are increasingly used in analyzing and predicting infectious disease epidemics. A data-driven approach has been proposed to generate effective population-level contact matrices, improving the realism in addressing complex public health questions.

NATURE COMMUNICATIONS (2021)

Article Health Care Sciences & Services

Tracking COVID-19 using online search

Vasileios Lampos et al.

Summary: The study utilizes online search data to infer the prevalence of COVID-19 in multiple countries, showing that online search models can predict confirmed cases and deaths 16.7 to 22.1 days in advance. Additionally, transfer learning techniques were investigated, different querying patterns were compared across countries, and it was demonstrated that web searches can improve the forecasting accuracy of COVID-19 deaths.

NPJ DIGITAL MEDICINE (2021)

Letter Infectious Diseases

An interactive web-based dashboard to track COVID-19 in real time

Ensheng Dong et al.

LANCET INFECTIOUS DISEASES (2020)

Article Medicine, General & Internal

Presenting Characteristics, Comorbidities, and Outcomes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area

Safiya Richardson et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2020)

Article Multidisciplinary Sciences

Evidence from internet search data shows information-seeking responses to news of local COVID-19 cases

Ana I. Bento et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

Editorial Material Multidisciplinary Sciences

A strategic approach to COVID-19 vaccine R&D

Lawrence Corey et al.

SCIENCE (2020)

Article Multidisciplinary Sciences

Projecting the transmission dynamics of SARS-CoV-2 through the postpandemic period

Stephen M. Kissler et al.

SCIENCE (2020)

Article Public, Environmental & Occupational Health

Cumulative incidence and diagnosis of SARS-CoV-2 infection in New York

Eli S. Rosenberg et al.

ANNALS OF EPIDEMIOLOGY (2020)

Letter Medicine, General & Internal

Have deaths from COVID-19 in Europe plateaued due to herd immunity?

Lucy C. Okell et al.

LANCET (2020)

Article Infectious Diseases

Estimates of the severity of coronavirus disease 2019: a model-based analysis

Robert Verity et al.

LANCET INFECTIOUS DISEASES (2020)

Article Multidisciplinary Sciences

Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe

Seth Flaxman et al.

NATURE (2020)

Article Biochemical Research Methods

Real-time estimation of disease activity in emerging outbreaks using internet search information

Emily L. Aiken et al.

PLOS COMPUTATIONAL BIOLOGY (2020)

Article Multidisciplinary Sciences

A collaborative multiyear, multimodel assessment of seasonal influenza forecasting in the United States

Nicholas G. Reich et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)

Article Multidisciplinary Sciences

The harmonic mean p-value for combining dependent tests

Daniel J. Wilson

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)

Article Public, Environmental & Occupational Health

Wet Markets and Food Safety: TripAdvisor for Improved Global Digital Surveillance

Nicole E. Kogan et al.

JMIR PUBLIC HEALTH AND SURVEILLANCE (2019)

Article Multidisciplinary Sciences

Urbanization and humidity shape the intensity of influenza epidemics in US cities

Benjamin D. Dalziel et al.

SCIENCE (2018)

Article Public, Environmental & Occupational Health

Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis

Fred Sun Lu et al.

JMIR PUBLIC HEALTH AND SURVEILLANCE (2018)

Article Multidisciplinary Sciences

Spread of Zika virus in the Americas

Qian Zhang et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2017)

Article Multidisciplinary Sciences

Dynamic Forecasting of Zika Epidemics Using Google Trends

Yue Teng et al.

PLOS ONE (2017)

Article Multidisciplinary Sciences

Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance

M. Santillana et al.

SCIENTIFIC REPORTS (2016)

Article Public, Environmental & Occupational Health

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons

Mark S. Smolinski et al.

AMERICAN JOURNAL OF PUBLIC HEALTH (2015)

Article Multidisciplinary Sciences

Accurate estimation of influenza epidemics using Google search data via ARGO

Shihao Yang et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)

Article Biochemical Research Methods

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

Mauricio Santillana et al.

PLOS COMPUTATIONAL BIOLOGY (2015)

Proceedings Paper Computer Science, Information Systems

Urban Emotions-Geo-Semantic Emotion Extraction from Technical Sensors, Human Sensors and Crowdsourced Data

Bernd Resch et al.

PROGRESS IN LOCATION-BASED SERVICES 2014 (2015)

Review Public, Environmental & Occupational Health

Serial Intervals of Respiratory Infectious Diseases: A Systematic Review and Analysis

Margaretha Annelie Vink et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2014)

Article Public, Environmental & Occupational Health

What Can Digital Disease Detection Learn from (an External Revision to) Google Flu Trends?

Mauricio Santillana et al.

AMERICAN JOURNAL OF PREVENTIVE MEDICINE (2014)

Editorial Material Immunology

Using Clinicians' Search Query Data to Monitor Influenza Epidemics

Mauricio Santillana et al.

CLINICAL INFECTIOUS DISEASES (2014)

Review Infectious Diseases

Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience

D. Paolotti et al.

CLINICAL MICROBIOLOGY AND INFECTION (2014)

Editorial Material Multidisciplinary Sciences

The Parable of Google Flu: Traps in Big Data Analysis

David Lazer et al.

SCIENCE (2014)

Article Biochemical Research Methods

Global Disease Monitoring and Forecasting with Wikipedia

Nicholas Generous et al.

PLOS COMPUTATIONAL BIOLOGY (2014)

Article Infectious Diseases

Evaluation of Internet-Based Dengue Query Data: Google Dengue Trends

Rebecca Tave Gluskin et al.

PLOS NEGLECTED TROPICAL DISEASES (2014)

Article Multidisciplinary Sciences

An IDEA for Short Term Outbreak Projection: Nearcasting Using the Basic Reproduction Number

David N. Fisman et al.

PLOS ONE (2013)

Review Biochemical Research Methods

Digital Epidemiology

Marcel Salathe et al.

PLOS COMPUTATIONAL BIOLOGY (2012)

Article Computer Science, Interdisciplinary Applications

Modeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model

Duygu Balcan et al.

JOURNAL OF COMPUTATIONAL SCIENCE (2010)

Article Immunology

Google Trends: A Web-Based Tool for Real-Time Surveillance of Disease Outbreaks

Herman Anthony Carneiro et al.

CLINICAL INFECTIOUS DISEASES (2009)

Article Multidisciplinary Sciences

Detecting influenza epidemics using search engine query data

Jeremy Ginsberg et al.

NATURE (2009)

Article Immunology

Using Internet Searches for Influenza Surveillance

Philip M. Polgreen et al.

CLINICAL INFECTIOUS DISEASES (2008)

Editorial Material Medicine, General & Internal

Surveillance sans frontieres: Internet-based emerging infectious disease intelligence and the HealthMap project

John S. Brownstein et al.

PLOS MEDICINE (2008)