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Bartley Way

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Articles

Application of machine learning models to animal health pharmacovigilance: A proof‐of‐concept study

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By Edward Whittle, Mark Novotny, Bartley Way, Sean P. McCaul
| Wiley Online Library Verified
Abstract Machine learning (ML) models were applied to pharmacovigilance (PV) data in a two-component proof-of-concept study. PV data were partitioned into Training, Validation, and Holdout datasets for model training and selection. During the first component ML models were challenged to identify factors in individual case safety reports (ICSRs) involving spinosad and neurological and ocular clinical signs.
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