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Exploring Adverse Drug Effect Data with Apache Spark, Hadoop, and Docker
Adverse drug reactions (ADRs), a subset of the broader adverse events (AEs), have been shown in several studies to have a considerable burden on healthcare costs and patient outcomes. ADRs account for a significant increase ...
Rapid Calculation of Medication Adherence Using Parallel Computing with R and Python
____R and Python (with Pandas) are excellent languages for data analysis ____Parallelizing code is often trivial, with some caveats ____Faster runtimes lead to richer exploration of the data