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    Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles

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

    Published 2025
    “…Entries with high apoptosis/necrosis rates (≥20% increase over control) were also flagged as toxic.</p><p dir="ltr"><b>3. Experimental Conditions:</b></p><p dir="ltr">To capture contextual variation in assay conditions, the dataset includes:</p><p dir="ltr">Exposure dose (µg/mL): Spanning 0–1000 µg/mL across studies.…”
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