>
Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes
This paper describes a method for automatically assessing the quality and completeness of nanosafety data for the purpose of risk assessment. Steps to develop the methodology for assessing data completeness and the methodology for assessing quality are presented. The methodology is tailored to physicochemical and hazard (meta) data, but can also be configured with appropriate criteria to support modeling or exposure assessment. It is based on assessing the quality and completeness of the data contained in the eNanoMapper database using the harmonized data reporting templates introduced in the NANoREG project and further developed in the GRACIOUS project. Combined with expert knowledge, this methodology can be used as a powerful data analysis tool in different contexts. To enable the practical application of the proposed methodology, it has been implemented as an online R-tool (https://shinyapps.greendecision.eu/app/gracious-data-quality) that can be connected to both databases and risk assessment software tools.
Original publication:
Gianpietro Basei, Hubert Rauscher, Nina Jeliazkova & Danail Hristozov (2022). A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes. Nanotoxicology, 16:2, 195-216, DOI: 10.1080/17435390.2022.2065222
Weitere Spotlights
Spotlight July 2021: The Path to Digital Material Research – It is never too late to start
Machine Learning, Artificial Intelligence, Big Data…. Have you read these words lately? No, these are not just buzzwords. The digitalisation of science is an evolving topic that is gaining importance with each passing day. That is why this month we would like to introduce you to the article “Digital Transformation in Materials Science: A Paradigm […]
Read moreSpotlight August 2023: From principles to reality. FAIR implementation in the nanosafety community
In the August 2023 Spotlight, we present a paper that addresses the implementation of FAIR (Findability, Accessibility, Interoperability and Reusability) Data in nanosafety research. The authors introduce the new AdvancedNano GO FAIR Implementation Network (see also https://www.go-fair.org/implementation-networks/overview/advancednano/) established as part of the GO FAIR initiative. The paper highlights the AdvancedNano GO FAIR Implementation Network’s support […]
Read moreSpotlight August 2022: Three-stage model for the formation of micro- and nanoplastic particles.
Plastic pollution is a global problem that will continue to affect humanity for more than 100 years. There is the visible pollution, e.g. plastic debris in the environment, which leads to death for many animals (because they mistakenly think the plastic is food and eat it or because they get caught in the plastic waste). […]
Read moreSpotlight November 2023: Early Awareness and Action System for Advanced Materials (Early4AdMa)
Advanced materials hold immense potential to address global challenges such as environmental degradation, transformation of the energy sector, and development towards circularity. To harness their benefits while ensuring safety and sustainability, regulatory bodies, scientific communities, and industries have recognized the need for proactive approaches. The “Early4AdMa” system is a pre-regulatory risk governance tool for advanced […]
Read more