Application of Entity-BERT model based on neuroscience and brain-like cognition in electronic medical record entity recognition

Application of Entity-BERT model based on neuroscience and brain-like cognition in electronic medical record entity recognition

IntroductionIn the medical field, electronic medical records contain a large amount of textual information, and the unstructured nature of this information makes data extraction and analysis challenging. Therefore, automatic extraction of entity information from electronic medical records has become...

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Bibliographic Details
Main Authors: Weijia Lu, Jiehui Jiang, Yaxiang Shi, Xiaowei Zhong, Jun Gu, Lixia Huangfu, Ming Gong
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Neuroscience
Subjects:
BERT
LSTM
cross attention
entity recognition
electronic medical records
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1259652/full

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