Protected Health Information Recognition by Fine-Tuning a Pre-training Transformer Model

Objectives De-identifying protected health information (PHI) in medical documents is important, and a prerequisite to de-identification is the identification of PHI entity names in clinical documents. This study aimed to compare the performance of three pre-training models that have recently attract...

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Bibliographic Details
Main Authors: Seo Hyun Oh, Min Kang, Youngho Lee
Format: Article
Language:English
Published: The Korean Society of Medical Informatics 2022-01-01
Series:Healthcare Informatics Research
Subjects:
Online Access:http://e-hir.org/upload/pdf/hir-2022-28-1-16.pdf