Causality Discovery Based on Combined Causes and Multiple Causes in Drug-Drug Interaction

Author:

Subpaiboonkit SitthichokeORCID,Li XueORCID,Zhao XinORCID,Zuccon GuidoORCID

Publisher

Springer Nature Switzerland

Reference32 articles.

1. Aliferis, C.F., Statnikov, A., Tsamardinos, I., Mani, S., Koutsoukos, X.D.: Local causal and Markov blanket induction for causal discovery and feature selection for classification part i: algorithms and empirical evaluation. J. Mach. Learn. Res. 11(Jan), 171–234 (2010)

2. Aliferis, C.F., Statnikov, A., Tsamardinos, I., Mani, S., Koutsoukos, X.D.: Local causal and Markov blanket induction for causal discovery and feature selection for classification part ii: analysis and extensions. J. Mach. Learn. Res. 11(Jan), 235–284 (2010)

3. Bate, A., Evans, S.: Quantitative signal detection using spontaneous ADR reporting. Pharmacoepidemiol. Drug Saf. 18(6), 427–436 (2009)

4. Bühlmann, P., Kalisch, M., Maathuis, M.H.: Variable selection in high-dimensional linear models: partially faithful distributions and the pc-simple algorithm. Biometrika 97(2), 261–278 (2010)

5. Cai, R.: Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports. Artif. Intell. Med. 76, 7–15 (2017)

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