biological complexity

What Are the Challenges in Modeling Toxicological Effects?


One significant challenge in modeling toxicological effects is capturing the dynamic nature of biological systems. Traditional models often fail to account for the temporal and spatial variations in toxicant distribution and action. Additionally, the interplay between different biological levels—from molecular to organismal—adds layers of complexity. Advanced computational models and machine learning algorithms are being developed to address these challenges by simulating complex biological interactions.

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