32 citations · 59 across the 5 of their papers we have counts for
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cs.LG2018★ 7 cited
Learning Representations of Missing Data for Predicting Patient Outcomes
Brandon Malone, Alberto Garcia-Duran, Mathias Niepert
Extracting actionable insight from Electronic Health Records (EHRs) poses several challenges for traditional machine learning approaches. Patients are often missing data relative t…
cs.DB2018
Knowledge Graph Completion to Predict Polypharmacy Side Effects
Brandon Malone, Alberto García-Durán, Mathias Niepert
The polypharmacy side effect prediction problem considers cases in which two drugs taken individually do not result in a particular side effect; however, when the two drugs are tak…