Machine Learning in Prediction of Nanotoxicology
L Mu, F Yu, Y Jia, S Sun, X Li, X Zhang, X Hu - Machine Learning and …, 2023 - Springer
The applications of nanomaterials in various fields have led to an urgent need for rapid
assessment of the biosafety of nanomaterials. The time-consuming, laborious, and …
assessment of the biosafety of nanomaterials. The time-consuming, laborious, and …
Predictive nanotoxicology: nanoinformatics approach to toxicity analysis of nanomaterials
Engineered nanomaterials have found use in a variety of industrial applications such as
cosmetics, therapeutics, electronics, manufacturing, and healthcare. The compositions of …
cosmetics, therapeutics, electronics, manufacturing, and healthcare. The compositions of …
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 …
Artificial intelligence and machine learning disciplines with the potential to improve the nanotoxicology and nanomedicine fields: a comprehensive review
AV Singh, M Varma, P Laux, S Choudhary… - Archives of …, 2023 - Springer
The use of nanomaterials in medicine depends largely on nanotoxicological evaluation in
order to ensure safe application on living organisms. Artificial intelligence (AI) and machine …
order to ensure safe application on living organisms. Artificial intelligence (AI) and machine …
Artificial Intelligence Powered Insights into Nanotoxicology
T Sriram, T Chakraborty, PM Prasanna - International Journal of …, 2024 - ijalsr.org
The application of nanomaterials in medicine necessitates a thorough assessment of their
toxicity to ensure their safe use in living organisms. Advanced technologies like artificial …
toxicity to ensure their safe use in living organisms. Advanced technologies like artificial …
Practices and trends of machine learning application in nanotoxicology
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 …
Machine learning for nanomaterial toxicity risk assessment
JM Gernand, EA Casman - IEEE intelligent systems, 2014 - ieeexplore.ieee.org
Many questions about the mechanisms of nanomaterial toxicity are unanswered and an
applicable general theory of nanomaterial toxicity doesn't seem to be on the horizon. To help …
applicable general theory of nanomaterial toxicity doesn't seem to be on the horizon. To help …
Artificial intelligence and machine learning empower advanced biomedical material design to toxicity prediction
AV Singh, D Rosenkranz, MHD Ansari… - Advanced Intelligent …, 2020 - Wiley Online Library
Materials at the nanoscale exhibit specific physicochemical interactions with their
environment. Therefore, evaluating their toxic potential is a primary requirement for …
environment. Therefore, evaluating their toxic potential is a primary requirement for …
Predicting the toxicity of nanoparticles using artificial intelligence tools: a systematic review
A Banaye Yazdipour, H Masoorian, M Ahmadi… - …, 2023 - Taylor & Francis
Nanoparticles have been used extensively in different scientific fields. Due to the possible
destructive effects of nanoparticles on the environment or the biological systems, their …
destructive effects of nanoparticles on the environment or the biological systems, their …
Predictive toxicological paradigm and high throughput approach for toxicity screening of engineered nanomaterials
Nanotechnology is developing rapidly and numerous engineered nanomaterials (ENMs)
with various design strategies have been produced and used in commercial products that …
with various design strategies have been produced and used in commercial products that …