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[HTML][HTML] Nano-QSAR modeling for predicting the cytotoxicity of metallic and metal oxide nanoparticles: A review
J Li, C Wang, L Yue, F Chen, X Cao, Z Wang - … and Environmental Safety, 2022 - Elsevier
Given the rapid development of nanotechnology, it is crucial to understand the effects of
nanoparticles on living organisms. However, it is laborious to perform toxicological tests on a …
nanoparticles on living organisms. However, it is laborious to perform toxicological tests on a …
Toxicity prediction based on artificial intelligence: A multidisciplinary overview
The use and production of chemical compounds are subjected to strong legislative pressure.
Chemical toxicity and adverse effects derived from exposure to chemicals are key regulatory …
Chemical toxicity and adverse effects derived from exposure to chemicals are key regulatory …
Probing the environmental toxicity of deep eutectic solvents and their components: an in silico modeling approach
Because of the increasing demand of greener solvents, deep eutectic solvents (DES) have
just emerged as low-cost alternative solvents for a broad range of applications. However …
just emerged as low-cost alternative solvents for a broad range of applications. However …
A Safe‐by‐Design strategy towards safer nanomaterials in nanomedicines
The marriage of nanotechnology and medicine offers new opportunities to fight against
human diseases. Benefiting from their unique optical, thermal, magnetic, or redox properties …
human diseases. Benefiting from their unique optical, thermal, magnetic, or redox properties …
Metal and metal oxide nanoparticle toxicity: moving towards a more holistic structure–activity approach
The recent emergence of nanotechnology has led to the rapid increase of intentional and
unintentional exposure to engineered nanoparticles (NPs), raising concerns over their …
unintentional exposure to engineered nanoparticles (NPs), raising concerns over their …
[HTML][HTML] Using Machine Learning to make nanomaterials sustainable
Sustainable development is a key challenge for contemporary human societies; failure to
achieve sustainability could threaten human survival. In this review article, we illustrate how …
achieve sustainability could threaten human survival. In this review article, we illustrate how …
Machine learning models for predicting cytotoxicity of nanomaterials
The wide application of nanomaterials in consumer and medical products has raised
concerns about their potential adverse effects on human health. Thus, more and more …
concerns about their potential adverse effects on human health. Thus, more and more …
[HTML][HTML] A machine learning tool to predict the antibacterial capacity of nanoparticles
The emergence and rapid spread of multidrug-resistant bacteria strains are a public health
concern. This emergence is caused by the overuse and misuse of antibiotics leading to the …
concern. This emergence is caused by the overuse and misuse of antibiotics leading to the …
Practices and trends of machine learning application in nanotoxicology
Machine Learning (ML) techniques have been applied in the field of nanotoxicology with
very encouraging results. Adverse effects of nanoforms are affected by multiple features …
very encouraging results. Adverse effects of nanoforms are affected by multiple features …
Nanotoxicology data for in silico tools: a literature review
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 …
necessary for the risk assessment, considering cost and time efficiency, to identify, assess …