Biomedical applications of iron oxide nanoparticles: Current insights progress and perspectives

MG Montiel Schneider, MJ Martín, J Otarola… - Pharmaceutics, 2022 - mdpi.com
The enormous development of nanomaterials technology and the immediate response of
many areas of science, research, and practice to their possible application has led to the …

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 …

A Safe‐by‐Design strategy towards safer nanomaterials in nanomedicines

L Yan, F Zhao, J Wang, Y Zu, Z Gu… - Advanced Materials, 2019 - Wiley Online Library
The marriage of nanotechnology and medicine offers new opportunities to fight against
human diseases. Benefiting from their unique optical, thermal, magnetic, or redox properties …

[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 …

Zeta potential for metal oxide nanoparticles: a predictive model developed by a nano-quantitative structure–property relationship approach

A Mikolajczyk, A Gajewicz, B Rasulev… - Chemistry of …, 2015 - ACS Publications
Physico–chemical characterization of nanoparticles in the context of their transport and fate
in the environment is an important challenge for risk assessment of nanomaterials. One of …

“NanoBRIDGES” software: open access tools to perform QSAR and nano-QSAR modeling

P Ambure, RB Aher, A Gajewicz, T Puzyn… - … and Intelligent Laboratory …, 2015 - Elsevier
Nanotechnology is a branch of science and technology that comes with lots of industrial
applications and potential benefits to the society. But the risk associated with the …

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 …

Using machine learning to predict adverse effects of metallic nanomaterials to various aquatic organisms

Y Zhou, Y Wang, W Peijnenburg… - Environmental …, 2023 - ACS Publications
The wide production and use of metallic nanomaterials (MNMs) leads to increased
emissions into the aquatic environments and induces high potential risks. Experimentally …

Perspectives and advancements in the design of nanomaterials for targeted cancer theranostics

YY Tan, PK Yap, GLX Lim, M Mehta, Y Chan… - Chemico-biological …, 2020 - Elsevier
Cancer continues to be one of the most challenging diseases to be treated and is one of the
leading causes of deaths around the globe. Cancers account for 13% of all deaths each …

Molecular descriptors

A Mauri, V Consonni, R Todeschini - Handbook of computational …, 2017 - boa.unimib.it
Despite the number of available chemicals growing exponentially, testing of their
toxicological and environmental behavior is often a critical issue and alternative strategies …