Multi-Task Pharmacovigilance Mining from Social Media Posts

19 Jan 2018Shaika ChowdhuryChenwei ZhangPhilip S. Yu

Social media has grown to be a crucial information source for pharmacovigilance studies where an increasing number of people post adverse reactions to medical drugs that are previously unreported. Aiming to effectively monitor various aspects of Adverse Drug Reactions (ADRs) from diversely expressed social medical posts, we propose a multi-task neural network framework that learns several tasks associated with ADR monitoring with different levels of supervisions collectively... (read more)

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