Identifying diverse metal oxide nanomaterials with lethal effects on embryonic zebrafish using machine learning

Richard Liam Marchese Robinson, Haralambos Sarimveis, Philip Doganis, Xiaodong Jia, Marianna Kotzabasaki, Christiana Gousiadou, Stacey Lynn Harper and Terry Wilkins

Beilstein J. Nanotechnol. 2021, 12, 1297–1325. https://doi.org/10.3762/bjnano.12.97

Supporting Information

Supporting Information File 1: PDF with two sections: (A) Additional results, (B) Detailed instructions for reproducing our results using code provided on Zenodo.
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Supporting Information File 2: ZIP archive containing dataset files described in corresponding README files (not including a dataset file derived from the ChEMBL database).
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Supporting Information File 3: ZIP archive containing a dataset file, described in the README file, derived from the ChEMBL database.
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