The GAAIN Entity Mapper: An active-learning system for medical data mapping

In this 2016 article appearing in Frontiers in Neuroinformatics, Ashish et al. present GEM, “an intelligent software assistant for automated data mapping across different datasets or from a dataset to a common data model.” Used for Alzheimer research though applicable to many other fields, the group concludes “[o]ur experimental evaluations demonstrate significant mapping accuracy improvements obtained with our approach, particularly by leveraging the detailed information synthesized for data dictionaries.”

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