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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Detalles Bibliográficos
Publicado en:Health Informatics Journal Vol. 31; no. 1; pp. 1 - 17
Autores principales: Xu, Kun, Song, Yang, Ma, Jingdong
Formato: equations & formulas pictorial research tables/charts Journal Article
Publicado: Sage Publications Inc. Jan-Mar2025
Acceso en línea:Ver este registro en EBSCOhost