ArticleProceedings of the National Academy of Sciences of the United States of America2019
The future of influenza forecasts.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Identification and evaluation of epidemic prediction and forecasting reporting guidelines: A systematic review and a call for action.Epidemics · 2020Pooled it
- Adaptive multi-model ensembles for improved epidemic projections and decision support.medRxiv : the preprint server for health sciences · 2026Article
- Assessing human judgment forecasts in the rapid spread of the mpox outbreak: insights and challenges for pandemic preparedness.BMC infectious diseases · 2026Article
- A real-time early warning system to anticipate respiratory disease outbreaks using transfer learning.Nature communications · 2026Article
- SpecFlu-Net: A frequency-aware neural architecture with temporal-dependency optimization for long-term seasonal influenza transmission forecasting.Infectious medicine · 2026Article
- Competition between transmission lineages mediated by human mobility shapes seasonal influenza epidemics in the US.Nature communications · 2025Article
- Spatio-temporal epidemic forecasting using mobility data with LSTM networks and attention mechanism.Scientific reports · 2025Article
- Harnessing artificial intelligence for enhanced public health surveillance: a narrative review.Frontiers in public health · 2025Review
- Commuting-driven competition between transmission chains shapes seasonal influenza virus epidemics in the United States.medRxiv : the preprint server for health sciences · 2024Article
- What's next? Forecasting scientific research trends.Heliyon · 2024Article
- The accuracy of forecasted hospital admission for respiratory tract infections in children aged 0-5 years for 2017/2023.Frontiers in pediatrics · 2024Article
- Differences in COVID-19 cyclicity and predictability among U.S. counties and states reflect the effectiveness of protective measures.Scientific reports · 2023Article
- Predicting COVID-19 positivity and hospitalization with multi-scale graph neural networks.Scientific reports · 2023Article
- A Methodological Framework for Economic Evaluation of Operational Response to Vector-Borne Diseases Based on Early Warning Systems.The American journal of tropical medicine and hygiene · 2023Article
- Dynamic downscaling and daily nowcasting from influenza surveillance data.Statistics in medicine · 2022Article
- Estimating and forecasting the burden and spread of Colombia's SARS-CoV2 first wave.Scientific reports · 2022Article
- Research on the Influence of Information Diffusion on the Transmission of the Novel Coronavirus (COVID-19).International journal of environmental research and public health · 2022Article
- Fundamental limitations on efficiently forecasting certain epidemic measures in network models.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
- COVID-19: Estimation of the transmission dynamics in Spain using a stochastic simulator and black-box optimization techniques.Computer methods and programs in biomedicine · 2021Article
- A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave.Nature communications · 2021Article
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Authors and funding
2 authors.
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No grant is acknowledged in the PubMed record.
Abstract
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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.