Author

Marília Cristina Oliveira Souza

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Review Open access Sep 2026

Artificial Intelligence for Predictive Mixture Toxicology.

AI should complement, not replace, experimental and expert evaluation, supporting a transition toward more predictive, mechanism-informed assessment of real-world chemical exposures, and proposes a framework for regulatory-grade implementation.

J. Domingo, Marília Cristina Oliveira Souza, Fernando Barbosa · Toxicology · 0 citations

Open access Aug 2026

Cumulative Dietary Risk of Pesticide Mixtures in Plant-Based Foods: Beyond Single-Compound Regulatory Compliance

Dietary exposure to pesticide mixtures is recognized as an important food safety challenge worldwide, particularly in countries with intensive agricultural production. Regulatory monitoring programs focus primarily on compliance with maximum residue limits (MRLs), whereas cumulative exposure to pesticide mixtures remai...

Gabriel Henrique Savietto, Ana Beatriz Nascimento da Silva, Pedro Henrique Da Silveira Neves et al. · Foods · 0 citations