ArticleNanoImpact2018
Integration among databases and data sets to support productive nanotechnology: Challenges and recommendations.
Article in NanoImpact, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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
23 citing papers in PubMed.
- Review
- Large-Scale Meta-Analysis of Nanomaterials Toxicity Based on Natural Language Processing of Scientific Articles.ACS applied nano materials · 2026Review
- FAIR assessment of nanosafety data reusability with community standards.Scientific data · 2024Article
- Knowledge and Instance Mapping: architecture for premeditated interoperability of disparate data for materials.Scientific data · 2024Article
- Translating nanoEHS data using EPA NaKnowBase and the resource description framework.F1000Research · 2024Article
- U. S. federal perspective on critical research issues in nanoEHS.Environmental science. Nano · 2023Article
- Cell-Biological Response and Sub-Toxic Inflammatory Effects of Titanium Dioxide Particles with Defined Polymorphic Phase, Size, and Shape.Nanomaterials (Basel, Switzerland) · 2023Article
- European Registry of Materials: global, unique identifiers for (undisclosed) nanomaterials.Journal of cheminformatics · 2022Article
- An EPA database on the effects of engineered nanomaterials-NaKnowBase.Scientific data · 2022Article
- Digital research data: from analysis of existing standards to a scientific foundation for a modular metadata schema in nanosafety.Particle and fibre toxicology · 2022Review
- FAIRification of nanosafety data to improve applicability of (Q)SAR approaches: A case study onComputational toxicology (Amsterdam, Netherlands) · 2021Article
- Data Shepherding in Nanotechnology. The Exposure Field Campaign Template.Nanomaterials (Basel, Switzerland) · 2021Article
- Data Shepherding in Nanotechnology. The Initiation.Nanomaterials (Basel, Switzerland) · 2021Article
- Towards FAIR nanosafety data.Nature nanotechnology · 2021Article
- ELIXIR and Toxicology: a community in development.F1000Research · 2021Article
- ASINA Project: Towards a Methodological Data-Driven Sustainable and Safe-by-Design Approach for the Development of Nanomaterials.Frontiers in bioengineering and biotechnology · 2021Article
- Recent Advances in Immunosafety and Nanoinformatics of Two-Dimensional Materials Applied to Nano-imaging.Frontiers in immunology · 2021Review
- Metadata Stewardship in Nanosafety Research: Community-Driven Organisation of Metadata Schemas to Support FAIR Nanoscience Data.Nanomaterials (Basel, Switzerland) · 2020Article
- Practices and Trends of Machine Learning Application in Nanotoxicology.Nanomaterials (Basel, Switzerland) · 2020Review
- NanoSolveIT Project: Driving nanoinformatics research to develop innovative and integrated tools forComputational and structural biotechnology journal · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors.
Funding
Abstract
Many groups within the broad field of nanoinformatics are already developing data repositories and analytical tools driven by their individual organizational goals. Integrating these data resources across disciplines and with non-nanotechnology resources can support multiple objectives by enabling the reuse of the same information. Integration can also serve as the impetus for novel scientific discoveries by providing the framework to support deeper data analyses. This article discusses current data integration practices in nanoinformatics and in comparable mature fields, and nanotechnology-specific challenges impacting data integration. Based on results from a nanoinformatics-community-wide survey, recommendations for achieving integration of existing operational nanotechnology resources are presented. Nanotechnology-specific data integration challenges, if effectively resolved, can foster the application and validation of nanotechnology within and across disciplines. This paper is one of a series of articles by the Nanomaterial Data Curation Initiative that address data issues such as data curation workflows, data completeness and quality, curator responsibilities, and metadata.
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.