Identifying protected health information by transformers-based deep learning approach in Chinese medical text.

Purpose: In the context of Chinese clinical texts, this paper aims to propose a deep learning algorithm based on Bidirectional Encoder Representation from Transformers (BERT) to identify privacy information and to verify the feasibility of our method for privacy protection in the Chinese clinical co...

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Bibliographic Details
Published in:Health Informatics Journal Vol. 31; no. 1; pp. 1 - 17
Main Authors: Xu, Kun, Song, Yang, Ma, Jingdong
Format: equations & formulas pictorial research tables/charts Journal Article
Published: Sage Publications Inc. Jan-Mar2025
Online Access:View this record in EBSCOhost