HIPAAway: developing software for de-identification and exploring bias in name detection

De-identification, the process of removing identifiers, is a crucial step in the preparation of clinical data for use in biomedical research. Advances in natural language processing have increased interest in developing an accurate and adaptable automatic de-identification system for clinical text....

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Bibliographic Details
Main Author: Lim, Shulammite
Other Authors: Pollard, Tom
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/151391