1. Rapidly retargetable approaches to de-identification in medical records.

    Related Articles Rapidly retargetable approaches to de-identification in medical records. J Am Med Inform Assoc. 2007 Sep-Oct;14(5):564-73 Authors: Wellner B, Huyck M, Mardis S, Aberdeen J, Morgan A, Peshkin L, Yeh A, Hitzeman J, Hirschman L OBJECTIVE: This paper describes a successful approach to de-identification that was developed to participate in a recent AMIA-sponsored challenge evaluation. METHOD: Our approach focused on rapid adaptation of existing toolkits for named entity recognition using two existing toolkits, Carafe and LingPipe. RESULTS: The "out of the box" Carafe system achieved a very good score (phrase F-measure of 0.9664) with only ...
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