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Discovering Associations of Adverse Events with Pharmacotherapy in Patients with Non-Small Cell Lung Cancer Using Modified Apriori Algorithm.

Wei ChenJun YangHui-Ling WangYa-Fei ShiHao TangGuo-Hui Li
Published in: BioMed research international (2018)
The modified Apriori algorithm can be used to more efficiently associate pharmacotherapy with adverse events. Based on the modified Apriori algorithm, meaningful association rules between drugs and adverse events were found, demonstrating a promising way to reveal the risk factors of adverse events during cancer treatment.
Keyphrases
  • machine learning
  • deep learning
  • risk factors
  • smoking cessation
  • neural network
  • gene expression
  • genome wide