Artificial intelligence and machine learning in computational nanotoxicology: unlocking and empowering nanomedicine
AV Singh, MHD Ansari, D Rosenkranz… - Advanced …, 2020 - Wiley Online Library
Advances in nanomedicine, coupled with novel methods of creating advanced materials at
the nanoscale, have opened new perspectives for the development of healthcare and …
the nanoscale, have opened new perspectives for the development of healthcare and …
[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 …
Metal and metal oxide nanoparticle toxicity: moving towards a more holistic structure–activity approach
GP Gakis, IG Aviziotis, CA Charitidis - Environmental Science: Nano, 2023 - pubs.rsc.org
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] NanoSolveIT Project: Driving nanoinformatics research to develop innovative and integrated tools for in silico nanosafety assessment
A Afantitis, G Melagraki, P Isigonis, A Tsoumanis… - Computational and …, 2020 - Elsevier
Nanotechnology has enabled the discovery of a multitude of novel materials exhibiting
unique physicochemical (PChem) properties compared to their bulk analogues. These …
unique physicochemical (PChem) properties compared to their bulk analogues. These …
Understanding nanoparticle toxicity to direct a safe-by-design approach in cancer nanomedicine
JA Damasco, S Ravi, JD Perez, DE Hagaman… - Nanomaterials, 2020 - mdpi.com
Nanomedicine is a rapidly growing field that uses nanomaterials for the diagnosis, treatment
and prevention of various diseases, including cancer. Various biocompatible nanoplatforms …
and prevention of various diseases, including cancer. Various biocompatible nanoplatforms …
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 …
Practices and trends of machine learning application in nanotoxicology
I Furxhi, F Murphy, M Mullins, A Arvanitis, CA Poland - Nanomaterials, 2020 - mdpi.com
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 …
[HTML][HTML] In silico nanotoxicology: The computational biology state of art for nanomaterial safety assessments
SK Verma, A Nandi, FZ Simnani, D Singh, A Sinha… - Materials & Design, 2023 - Elsevier
In recent decade, nanotechnology has got an extensive advancement in terms of production
and application of nanomaterials. With the advancement, concern has risen for their …
and application of nanomaterials. With the advancement, concern has risen for their …
Toxicity of engineered metal oxide nanomaterials mediated by nano–bio–eco–interactions: a review and perspective
Along with the expanding use of engineered metal oxide nanomaterials (MONMs), there is a
growing concern over their unintentional adverse toxicological effects on human health and …
growing concern over their unintentional adverse toxicological effects on human health and …
The index of ideality of correlation: a criterion of predictive potential of QSPR/QSAR models?
AA Toropov, AP Toropova - Mutation Research/Genetic Toxicology and …, 2017 - Elsevier
The index of ideality of correlation (IIC) is a new criterion of the predictive potential of
quantitative structure–property/activity relationships (QSPRs/QSARs). This IIC is calculated …
quantitative structure–property/activity relationships (QSPRs/QSARs). This IIC is calculated …