ReviewFrontiers in public health2018
Vaccines Meet Big Data: State-of-the-Art and Future Prospects. From the Classical 3Is ("Isolate-Inactivate-Inject") Vaccinology 1.0 to Vaccinology 3.0, Vaccinomics, and Beyond: A Historical Overview.
Review in Frontiers in public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 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
35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 62 citations in OpenAlex.
- Harnessing Big Data, Smart and Digital Technologies and Artificial Intelligence for Preventing, Early Intercepting, Managing, and Treating Psoriatic Arthritis: Insights From a Systematic Review of the Literature.Frontiers in immunology · 2022Pooled it
- Resources for assessing parents' vaccine hesitancy: a systematic review of the literature.Journal of preventive medicine and hygiene · 2020Pooled it
- A Comparative Analysis Between Paper-Based and Online Surveys on Parental Attitudes Towards Childhood Vaccinations.Children (Basel, Switzerland) · 2025Article
- Vaccination, Public Health and Health Communication: A Network of Connections to Tackle Global Challenges.Vaccines · 2025Article
- Hard Ticks as Vectors: The Emerging Threat of Tick-Borne Diseases in India.Pathogens (Basel, Switzerland) · 2024Review
- Balto and Togo during the cold winter of Alaska (1925): the two canine heroes in the fight against diphtheria.Journal of preventive medicine and hygiene · 2024Article
- An integrated chance constraints approach for optimal vaccination strategies under uncertainty for COVID-19.Socio-economic planning sciences · 2023Article
- Recent Advances in Tick Antigen Discovery and Anti-Tick Vaccine Development.International journal of molecular sciences · 2023Review
- Using Google Trends and Wikipedia to Investigate the Global Public's Interest in the Pancreatic Cancer Diagnosis of a Celebrity.International journal of environmental research and public health · 2023Article
- Digital child health: opportunities and obstacles. A joint statement of European Academy of Paediatrics and European Confederation of Primary Care Paediatricians.Frontiers in pediatrics · 2023Review
- Quantum vaccinomics platforms to advance in vaccinology.Frontiers in immunology · 2023Article
- Protocol for a scoping review of potential vaccine candidates predicted by VaxiJen for different viral pathogens between 2017-2021.Systematic reviews · 2022Article
- Article
- The Vaccine-Hesitant Moment.The New England journal of medicine · 2022Review
- Vaccinomics to Design a Multi-Epitopes Vaccine forInternational journal of environmental research and public health · 2022Article
- Advancing drug safety science by integrating molecular knowledge with post-marketing adverse event reports.CPT: pharmacometrics & systems pharmacology · 2022Review
- Vaccination in the 19th century in Italy and the role of the catholic church in public health: a historical overview.Journal of preventive medicine and hygiene · 2022Article
- Infodemiology of flu: Google trends-based analysis of Italians' digital behavior and a focus on SARS-CoV-2, Italy.Journal of preventive medicine and hygiene · 2021Article
- Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa.International journal of environmental research and public health · 2021Article
- COVID-19 optimal vaccination policies: A modeling study on efficacy, natural and vaccine-induced immunity responses.Mathematical biosciences · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Vaccines are public health interventions aimed at preventing infections-related mortality, morbidity, and disability. While vaccines have been successfully designed for those infectious diseases preventable by preexisting neutralizing specific antibodies, for other communicable diseases, additional immunological mechanisms should be elicited to achieve a full protection. "New vaccines" are particularly urgent in the nowadays society, in which economic growth, globalization, and immigration are leading to the emergence/reemergence of old and new infectious agents at the animal-human interface. Conventional vaccinology (the so-called "vaccinology 1.0") was officially born in 1796 thanks to the contribution of Edward Jenner. Entering the twenty-first century, vaccinology has shifted from a classical discipline in which serendipity and the Pasteurian principle of the three
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.