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 …

Converting nanotoxicity data to information using artificial intelligence and simulation

X Yan, T Yue, DA Winkler, Y Yin, H Zhu… - Chemical …, 2023 - ACS Publications
Decades of nanotoxicology research have generated extensive and diverse data sets.
However, data is not equal to information. The question is how to extract critical information …

Biological identity of nanoparticles in vivo: clinical implications of the protein corona

G Caracciolo, OC Farokhzad, M Mahmoudi - Trends in biotechnology, 2017 - cell.com
Despite the advances in biomedical applications of nanoparticle (NP) and numerous
publications, few NPs have made it to clinical trials and even fewer have reached clinical …

[HTML][HTML] Toxicity of manufactured nanomaterials

Y Liu, S Zhu, Z Gu, C Chen, Y Zhao - Particuology, 2022 - Elsevier
Manufactured nanomaterials with unique properties have been extensively applied in
various industrial, agricultural or medical fields. However, some of the properties have been …

A novel quantitative read-across tool designed purposefully to fill the existing gaps in nanosafety data

M Chatterjee, A Banerjee, P De… - Environmental …, 2022 - pubs.rsc.org
In the current time, the number of various engineered nanomaterials (NMs) and
nanoparticles (NPs) is increasing at a steady pace due to the new developments in the field …

Advancing Predictive Risk Assessment of Chemicals via Integrating Machine Learning, Computational Modeling, and Chemical/Nano‐Quantitative Structure‐Activity …

AV Singh, M Varma, M Rai… - Advanced Intelligent …, 2024 - Wiley Online Library
The escalating use of novel chemicals and nanomaterials (NMs) across diverse sectors
underscores the need for advanced risk assessment methods to safeguard human health …

Harmonization risks and rewards: nano-QSAR for agricultural nanomaterials

AV Singh, A Shelar, M Rai, P Laux… - Journal of agricultural …, 2024 - ACS Publications
This comprehensive review explores the emerging landscape of Nano-QSAR (quantitative
structure–activity relationship) for assessing the risk and potency of nanomaterials in …

Bactericidal effect of graphene oxide and reduced graphene oxide: Influence of shape of bacteria

I Sengupta, P Bhattacharya, M Talukdar… - Colloid and Interface …, 2019 - Elsevier
The emergence of multi-drug resistant bacteria due to the misuse of antibiotics and
inadequate development of antibiotic drugs is a global threat to human health. Recent …

[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 …

Toxicity of 11 metal oxide nanoparticles to three mammalian cell types in vitro

A Ivask, T Titma, M Visnapuu, H Vija… - Current topics in …, 2015 - ingentaconnect.com
The knowledge on potential harmful effects of metallic nanomaterials lags behind their
increased use in consumer products and therefore, the safety data on various nanomaterials …