A Hybrid Method to Extract Clinical Information From Chinese Electronic Medical Records

A Hybrid Method to Extract Clinical Information From Chinese Electronic Medical Records

Narrative reports in medical records contain abundant clinical information that may be converted into structured data for managing patient information and predicting trends in diseases. Though various rule-based and machine-learning methods are available in electronic medical records (EMRs), a few w...

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Bibliographic Details
Main Authors: Ming Cheng, Liming Li, Yafeng Ren, Yinxia Lou, Jianbo Gao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Chinese EMRs
entity recognition
information extraction
BiLSTM-CRF
rule-based method
Online Access:https://ieeexplore.ieee.org/document/8723036/

Internet

https://ieeexplore.ieee.org/document/8723036/

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