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(Journal of the American Medical Informatics Association : JAMIA[TA])
2,896 results
  • A chronological pharmacovigilance network analytics approach for predicting adverse drug events. [Journal Article]
  • JAMIAJ Am Med Inform Assoc 2018 Jul 30
  • Davazdahemami B, Delen D
  • CONCLUSIONS: While network analysis and ML techniques were used in separation in prior ADE studies, our results showed that they, in combination with each other, can boost the power of one another and predict better. Moreover, our results highlight the superior capability of ensemble-type ML methods in capturing drug-ADE patterns compared to the regular (ie, singular), ML algorithms.
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