The following dataset was used in the following aer: Integrating surface chemistry properties and machine learning to map the toxicity landscape of superparamagnetic iron oxide nanoparticles (SPIONs), https://doi.org/10.1016/j.chemosphere.2025.144381

The research approach that combines chemical characterization with data-driven techniques to better understand and predict how these nanoparticles might affect biological systems.