Application of machine learning in nanotoxicology: a critical review and perspective

Y Zhou, Y Wang, W Peijnenburg… - Environmental …, 2024 - ACS Publications
The massive production and application of nanomaterials (NMs) have raised concerns
about the potential adverse effects of NMs on human health and the environment …

Physiologically based pharmacokinetic modeling of nanoparticle biodistribution: a review of existing models, simulation software, and data analysis tools

EO Kutumova, IR Akberdin, IN Kiselev… - International Journal of …, 2022 - mdpi.com
Cancer treatment and pharmaceutical development require targeted treatment and less toxic
therapeutic intervention to achieve real progress against this disease. In this scenario …

[HTML][HTML] Easy-MODA: Simplifying standardised registration of scientific simulation workflows through MODA template guidelines powered by the Enalos Cloud …

PD Kolokathis, NK Sidiropoulos, D Zouraris… - Computational and …, 2024 - Elsevier
Modelling Data (MODA) reporting guidelines have been proposed for common terminology
and for recording metadata for physics-based materials modelling and simulations in a CEN …

[HTML][HTML] In silico assessment of nanoparticle toxicity powered by the Enalos Cloud Platform: Integrating automated machine learning and synthetic data for enhanced …

DD Varsou, PD Kolokathis, M Antoniou… - Computational and …, 2024 - Elsevier
The rapid advance of nanotechnology has led to the development and widespread
application of nanomaterials, raising concerns regarding their potential adverse effects on …

[HTML][HTML] NanoBioAccumulate: Modelling the uptake and bioaccumulation of nanomaterials in soil and aquatic invertebrates via the Enalos DIAGONAL Cloud Platform

DG Mintis, N Cheimarios, A Tsoumanis… - Computational and …, 2024 - Elsevier
NanoBioAccumulate is a free-to-use web-based tool hosted on the Enalos DIAGONAL
Cloud Platform (https://www. enaloscloud. novamechanics. com/diagonal/pbpk/) that …

The nanosafety assessment of ENMs under a dermal exposure scenario: from key molecular events to in silico modeling tools

W Xie, Z Xiong, H Wang, X Liu, H Cui… - Environmental …, 2024 - pubs.rsc.org
While the use of engineered nanomaterials (ENMs) expanding to various applications and
commercial products, public concerns about their potential hazards on exposure to humans …

Overview of in vitro-in vivo extrapolation approaches for the risk assessment of nanomaterial toxicity

RN Azizah, GR Verheyen, Z Shkedy, S Van Miert - NanoImpact, 2024 - Elsevier
Nanomaterials are increasingly used in many applications due to their enhanced properties.
To ensure their safety for humans and the environment, nanomaterials need to be evaluated …

New Approach Methodologies (NAMs): Rethinking Preclinical Evaluation of Pharmaceuticals and Medical Devices Beyond Animal Models

N Kasoju, S Kripasagari - Animal Models in Research: Principles and …, 2024 - Springer
With the expansion of research and development in pharmaceutical and medical device
sector, the demand for experimental animals is predicted to increase manyfold. However …

Lung Dosimetry Modelling in Nanotoxicology: A Critical Analysis of the State of the Art

W Utembe, N Sanabria - Environmental Sciences Proceedings, 2022 - mdpi.com
The estimation of the dose of inhaled nanomaterials is of fundamental importance in
occupational and environmental health. Indeed, the toxicology and risk assessment of …