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    Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles حسب Soham Savarkar (21811825)

    منشور في 2025
    "…</p><p dir="ltr">These provide mechanistic insights related to ion release potential, surface reactivity, and redox behavior.</p><p dir="ltr"><b>Data Cleaning and Normalization:</b></p><p dir="ltr">To ensure model reliability and generalizability, extensive preprocessing was undertaken:</p><p dir="ltr">Outlier management: Features with wide value ranges, such as hydrodynamic size or ROS scores, were log-transformed to reduce skewness.…"