ArticleEnvironmental epidemiology (Philadelphia, Pa.)2021
Human exposome assessment platform.
Article in Environmental epidemiology (Philadelphia, Pa.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis 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
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Opportunities and challenges of artificial intelligence in public health: a systematic review on technological efficacy, ethical dilemmas, and governance pathways.Frontiers in public health · 2025Pooled it
- HPV-KITE: sequence analysis software for rapid HPV genotype detection.Briefings in bioinformatics · 2025Article
- Global research trends on the human exposome: a bibliometric analysis (2005-2024).Environmental science and pollution research international · 2025Review
- Rethinking the rise of early-onset gastrointestinal cancers: a call to action.JNCI cancer spectrum · 2025Article
- Multi-omics approach in gut and environmental microbiota research under the One Health concept.EFSA journal. European Food Safety Authority · 2024Article
- Reconceptualizing and Defining Exposomics within Environmental Health: Expanding the Scope of Health Research.Environmental health perspectives · 2024Article
- The Swedish Cervical Screening Cohort.Scientific data · 2024Article
- The Chilean exposome-based system for ecosystems (CHiESS): a framework for national data integration and analytics platform.Frontiers in public health · 2024Article
- Assessing household lifestyle exposures from consumer purchases, the My Purchases cohort.Scientific reports · 2023Article
- The exposome concept: how has it changed our understanding of environmental causes of chronic respiratory diseases?Breathe (Sheffield, England) · 2023Article
- Creating personas for exposome research: the experience from the HEAP project.Open research Europe · 2023Article
- Exposomics as a tool to investigate differences in health and disease by sex and gender.Exposome · 2023Review
- AI/ML-driven advances in untargeted metabolomics and exposomics for biomedical applications.Cell reports. Physical science · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
23 authors.
Funding
Abstract
The Human Exposome Assessment Platform (HEAP) is a research resource for the integrated and efficient management and analysis of human exposome data. The project will provide the complete workflow for obtaining exposome actionable knowledge from population-based cohorts. HEAP is a state-of-the-science service composed of computational resources from partner institutions, accessed through a software framework that provides the world's fastest Hadoop platform for data warehousing and applied artificial intelligence (AI). The software, will provide a decision support system for researchers and policymakers. All the data managed and processed by HEAP, together with the analysis pipelines, will be available for future research. In addition, the platform enables adding new data and analysis pipelines. HEAP's final product can be deployed in multiple instances to create a network of shareable and reusable knowledge on the impact of exposures on public health.
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.