2 papers
cs.CL2024
Transfer Learning for the Prediction of Entity Modifiers in Clinical Text: Application to Opioid Use Disorder Case Detection
Abdullateef I. Almudaifer, Whitney Covington, JaMor Hairston +9
Background: The semantics of entities extracted from a clinical text can be dramatically altered by modifiers, including entity negation, uncertainty, conditionality, severity, and…
cs.CR2022
BRATsynthetic: Text De-identification using a Markov Chain Replacement Strategy for Surrogate Personal Identifying Information
John D. Osborne, Tobias O'Leary, Akhil Nadimpalli +2
Objective: Implement and assess personal health identifying information (PHI) substitution strategies and quantify their privacy preserving benefits. Materials and Methods: We impl…