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https://pubmed.ncbi.nlm.nih.gov/38091381
Imputation machine learning outperforms traditional methods in toxicology data modeling by extracting more valuable information from each data point and being resilient to the inclusion of extraneous data, offering improvements in modeling accuracy and data preparation efficiency.