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Signaling potential adverse drug reactions from administrative health databases

Jin, Huidong (Warren); Chen, Jie; He, Hongxing; Kelman, Chris; McAullay, Damien; O'Keefe, Christine


The work is motivated by real-world applications of detecting Adverse Drug Reactions (ADRs) from administrative health databases. ADRs are a leading cause of hospitalization and death worldwide. Almost all current postmarket ADR signaling techniques are based on spontaneous ADR case reports, which suffer from serious underreporting and latency. However, administrative health data are widely and routinely collected. They, especially linked together, would contain evidence of all ADRs. To signal...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Journal article
Source: IEEE Transactions on Knowledge and Data Engineering
DOI: 10.1109/TKDE.2009.212


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