The Cosmetics Testing News

Follow the testing news dedicated to innovations and trends in the evaluation of active, ingredients, cosmetics and medical devices

Artificial Intelligence as the New Frontier in Chemical Risk Assessment via Frontiers

12 January 2024

The rapid progress of AI impacts various areas of life, including toxicology, and promises a major role for AI in future risk assessments.

Toxicology has shifted from a purely empirical science focused on observing chemical exposure outcomes to a data-rich field ripe for AI integration.

AI methods are well-suited to handling and integrating large, diverse data volumes – a key challenge in modern toxicology.

Additionally, AI enables Predictive Toxicology, as demonstrated by the automated read-across tool RASAR that achieved 87% balanced accuracy across nine OECD tests and 190,000 chemicals, outperforming animal test reproducibility.

AI’s ability to handle big data and provide probabilistic outputs facilitates probabilistic risk assessment.

Read more