Portable Knowledge Systems

Cross System Translation

Natural languages processing technologies for mapping items (medical concepts and terms) across code systems and languages for portable modeling and transfer learning.

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Automated Knowledge Extraction

Automatic extraction of medical knowledge from electronic health records, online articles, research papers, and textbooks.

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Text Mining

Fundamental natural language processing technologies for medical text mining.

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Transfer Learning

Model porting across healthcare systems and countries.