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Research Paper: Rapidly Retargetable Approaches to De-identification in Medical Records
TLDR
This paper describes a successful approach to de-identification that was developed to participate in a recent AMIA-sponsored challenge evaluation, and developed a method for tuning the balance of recall vs. precision in the Carafe system.
ADAGE signature analysis: differential expression analysis with data-defined gene sets
TLDR
The designed ADAGE signature analysis to perform gene set analysis using data-defined functional gene signatures, which addresses an important gap for biologists studying non-traditional model organisms and those without extensive curated resources available.