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Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes?

Ward IR, Wang L, Lu J, Bennamoun M, Dwivedi G, Sanfilippo FM. Ward IR, et al. Comput Methods Programs Biomed. 2021 Nov;212:106415. doi: 10.1016/j.cmpb.2021.106415. Epub 2021 Sep 26. Comput Methods Programs Biomed. 2021. PMID: 34715520

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data.

Lu J, Wang L, Bennamoun M, Ward I, An S, Sohel F, Chow BJW, Dwivedi G, Sanfilippo FM. Lu J, et al. Sci Rep. 2021 Sep 15;11(1):18314. doi: 10.1038/s41598-021-97643-3. Sci Rep. 2021. PMID: 34526544 Free PMC article.

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