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 …
underscores the need for advanced risk assessment methods to safeguard human health …
Recent advances in immunosafety and nanoinformatics of two-dimensional materials applied to nano-imaging
GH Da Silva, LS Franqui, R Petry, MT Maia… - Frontiers in …, 2021 - frontiersin.org
Two-dimensional (2D) materials have emerged as an important class of nanomaterials for
technological innovation due to their remarkable physicochemical properties, including …
technological innovation due to their remarkable physicochemical properties, including …
[HTML][HTML] Exploring the potential of in silico machine learning tools for the prediction of acute Daphnia magna nanotoxicity
Engineered nanomaterials (ENMs) are ubiquitous nowadays, finding their application in
different fields of technology and various consumer products. Virtually any chemical can be …
different fields of technology and various consumer products. Virtually any chemical can be …
Machine learning-based models to predict aquatic ecological risk for engineered nanoparticles: using hazard concentration for 5% of species as an endpoint
Q Qi, Z Wang - Environmental Science and Pollution Research, 2024 - Springer
Assessment and prediction for the ecotoxicity of engineered nanoparticles (ENPs) at the
community or ecosystem levels represents a critical step toward a comprehensive …
community or ecosystem levels represents a critical step toward a comprehensive …
Machine Learning Allowed Interpreting Toxicity of a Fe-Doped CuO NM Library Large Data Set─ An Environmental In Vivo Case Study
JJ Scott-Fordsmand, SIL Gomes… - … applied materials & …, 2024 - ACS Publications
The wide variation of nanomaterial (NM) characters (size, shape, and properties) and the
related impacts on living organisms make it virtually impossible to assess their safety; the …
related impacts on living organisms make it virtually impossible to assess their safety; the …
Bioinformatics and machine learning to support nanomaterial grouping
A Bahl, S Halappanavar, W Wohlleben, P Nymark… - …, 2024 - Taylor & Francis
Nanomaterials (NMs) offer plenty of novel functionalities. Moreover, their physicochemical
properties can be fine-tuned to meet the needs of specific applications, leading to virtually …
properties can be fine-tuned to meet the needs of specific applications, leading to virtually …
Optimized Bags of Artificial Neural Networks Can Predict the Viability of Organisms Exposed to Nanoparticles
RD Senanayake, CA Daly Jr… - The Journal of Physical …, 2024 - ACS Publications
Prediction of organismal viability upon exposure to a nanoparticle in varying environments─
as fully specified at the molecular scale─ has emerged as a useful figure of merit in the …
as fully specified at the molecular scale─ has emerged as a useful figure of merit in the …
Linking nanomaterial-induced mitochondrial dysfunction to existing adverse outcome pathways for chemicals
The Adverse Outcome Pathway (AOP) framework plays a crucial role in the paradigm shift of
toxicity testing towards the development and use of new approach methodologies. AOPs …
toxicity testing towards the development and use of new approach methodologies. AOPs …
[HTML][HTML] Structure-activity relationship of graphene-related materials: A meta-analysis based on mammalian in vitro toxicity data
To support a safe application of graphene-related materials (GRMs) it is necessary to
understand the potential negative impacts they could have on human health, in particular on …
understand the potential negative impacts they could have on human health, in particular on …
Recent Advances in Immunosafety and Nanoinformatics of Two-Dimensional Materials Applied to Nano-imaging
D Boraschi, P Italiani, MP Madej… - … Effects of Nano …, 2022 - books.google.com
Two-dimensional (2D) materials have emerged as an important class of nanomaterials for
technological innovation due to their remarkable physicochemical properties, including …
technological innovation due to their remarkable physicochemical properties, including …