ArticlePLoS medicine2008
Surveillance Sans Frontières: Internet-based emerging infectious disease intelligence and the HealthMap project.
Article in PLoS medicine, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 134 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
134 citing papers in PubMed, 3 syntheses or guidelines pooled it, 395 citations in OpenAlex.
- A systematic review of spatial decision support systems in public health informatics supporting the identification of high risk areas for zoonotic disease outbreaks.International journal of health geographics · 2018Pooled it
- Social media and internet-based data in global systems for public health surveillance: a systematic review.The Milbank quarterly · 2014Pooled it
- Global mapping of infectious disease.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2013Pooled it
- EpiGIS pro: an AI-powered geospatial intelligence platform for integrated disease surveillance and predictive analytics.International journal of health geographics · 2026Article
- Artificial intelligence for coordinating vaccine design, antiviral discovery, and real-world monitoring in the era of emerging and endemic viral threats.Frontiers in pharmacology · 2026Review
- Evaluating community resilience through social media during China's first post-COVID-19 reopening: insights from machine learning.Journal of global health · 2025Article
- AI-driven epidemic intelligence: the future of outbreak detection and response.Frontiers in artificial intelligence · 2025Article
- Purpose-oriented review of public health surveillance systems: use of surveillance systems and recent advances.BMJ public health · 2024Review
- Knowledge attributes of public health management information systems used in health emergencies: a scoping review.Frontiers in public health · 2024Article
- Analyzing information sharing behaviors during stance formation on COVID-19 vaccination among Japanese Twitter users.PloS one · 2024Article
- Artificial intelligence in public health: the potential of epidemic early warning systems.The Journal of international medical research · 2023Review
- A global dataset of pandemic- and epidemic-prone disease outbreaks.Scientific data · 2022Article
- Global Variations in Event-Based Surveillance for Disease Outbreak Detection: Time Series Analysis.JMIR public health and surveillance · 2022Article
- Data science approaches to confronting the COVID-19 pandemic: a narrative review.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2022Review
- Trends in Population-Based Studies: Molecular and Digital Epidemiology (Review).Sovremennye tekhnologii v meditsine · 2022Review
- Policy and behavioral response to shock events: An agent-based model of the effectiveness and equity of policy design features.PloS one · 2022Article
- Welcome to the revolution: COVID-19 and the democratization of spatial-temporal data.Patterns (New York, N.Y.) · 2021Review
- Monitoring online media reports for early detection of unknown diseases: Insight from a retrospective study of COVID-19 emergence.Transboundary and emerging diseases · 2021Article
- The Causality Inference of Public Interest in Restaurants and Bars on Daily COVID-19 Cases in the United States: Google Trends Analysis.JMIR public health and surveillance · 2021Article
- An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time.Science advances · 2021Article
74 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.