2 papers
cs.CL2026
TIDE 2.0: an open, model-agnostic engine for keyed de-identification of clinical notes
Jose D. Posada, Somalee Datta, Priya Desai
Clinical notes capture most of what is documented about a patient's care, but they cannot be used for research until protected health information (PHI) is removed. De-identificatio…
cs.CL2026
SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification
Jose D. Posada, David Love, Somalee Datta +1
De-identification of clinical text is a prerequisite for the secondary use of electronic health records. Existing public benchmarks such as the i2b2 2006 and 2014 corpora are over…