How to handle nanomaterials? The re-entry of individuals into the philosophy of chemistry

Córdoba, Mariana; Zambon, Alfio

doi:10.1007/s10698-017-9283-6

Cited by 8 publications

(1 citation statement)

References 14 publications

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“…provided an overview of generic ontology tools. Córdoba and Zambon (2017) proposed a novel ontological category of nanoindividuals, as a recommendation for the stepwise procedure for chemical categories proposed by OECD.…”

Section: Qualities and Integrationmentioning

confidence: 99%

Nanotoxicology data for in silico tools: a literature review

et al. 2020

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The exercise of non-testing approaches in Nanoparticles (NPs) hazard assessment is necessary for the risk assessment, considering cost and time efficiency, to identify, assess and classify potential risks. One strategy for investigating the toxicological properties of a variety of NPs is by means of computational tools that decode how nano-specific features relate to toxicity and enable its prediction. This literature review records systematically the data used in published studies that predict nano (eco)-toxicological endpoints using machine learning models. Instead of seeking mechanistic interpretations this review maps the pathways followed, involving biological features in relation to NPs exposure, their physico-chemical characteristics and the most commonly predicted outcomes. The results, derived from published research of the last decade, are summarized visually, providing prior-based data mining paradigms to be readily used by the nanotoxicology community in computational studies.

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Section: Qualities and Integrationmentioning

confidence: 99%