What question did this study set out to answer?

To review routine and developmental data mining activities, evaluate their benefits and obstacles, and outline future analytical directions at the Food and Drug Administration.

July 23, 2015Journal of the American Medical Informatics AssociationOpen Access

Use of data mining at the Food and Drug Administration

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To review routine and developmental data mining activities, evaluate their benefits and obstacles, and outline future analytical directions at the Food and Drug Administration.
Reviewed operational and experimental data mining workflows applied across regulatory databases at the Food and Drug Administration.
Synthesized institutional challenges, analytical advantages, and prospective technological directions.
Characterized both routine analytical pipelines and emerging exploratory data mining techniques implemented across agency data sources.
Identified central advantages of automated data extraction alongside systemic challenges inherent to complex regulatory databases.
Outlined prospective strategic directions to expand data mining utility for ongoing and future safety monitoring.

Implication

Review details current practices, advantages, and challenges of regulatory data mining at the FDA, highlighting strategic opportunities for future post-market surveillance.

Abstract

Topics include routine and developmental data mining activities, short descriptions of mined FDA data, advantages and challenges of data mining at the FDA, and future directions of data mining at the FDA.

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Cite This Study

Duggirala et al. (2015) studied this question.

synapsesocial.com/papers/69d91b019402b8412aa3c20a https://doi.org/10.1093/jamia/ocv063

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Implication

Review details current practices, advantages, and challenges of regulatory data mining at the FDA, highlighting strategic opportunities for future post-market surveillance.

Use of data mining at the Food and Drug Administration

Key Points

Implication

Abstract

Discussion

Cite This Study

Use of data mining at the Food and Drug Administration

Key Points

Implication

Abstract

Discussion

Cite This Study

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