>
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 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 moreSpotlight November 2022: Photonics in nature and bioinspired designs
Science has always taken nature as a model and imitated it. If you look at the field of photonics, i.e. the use of optical technologies for information processing, transmission or storage, the colorful examples in the animal and plant world are perfect basic drawers for technical applications. While colors in nature are used either for […]
Read moreSpotlight December 2020: Rethinking Nanosafety – Part II
In December we would like to draw attention to the special issue: Rethinking Nanosafety – Part II in small. In the July Spotlight we already presented Part I. This special issue “Rethinking Nanosafety – Part II” also features research papers by renowned scientists in the field of nanosafety research. The first part of this special […]
Read moreSpotlight 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 more