Event Extraction of Chinese Electronic Medical Records Based on BiGRU-CRF

Author:

Ma Siyuan1,Cheng Longlong2,Huang Shuo2,Cui Bingjian2

Affiliation:

1. Tianjin University, China

2. China Electronics Cloud Brain(Tianjin)Technology Co.,LTD., China

Publisher

ACM

Reference22 articles.

1. Medical Named Entity Extraction from Chinese Resident Admit Notes Using Character and Word Attention-Enhanced Neural Network

2. Wasserman R C . Electronic medical records (EMRs), epidemiology, and epistemology: reflections on EMRs and future pediatric clinical research[J] . Academic pediatrics, 2011 , 11(4): 280-287. Wasserman R C. Electronic medical records (EMRs), epidemiology, and epistemology: reflections on EMRs and future pediatric clinical research[J]. Academic pediatrics, 2011, 11(4): 280-287.

3. Tang B , Wang X , Yan J , Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF[J]. BMC medical informatics and decision making , 2019 , 19(3): 74. Tang B, Wang X, Yan J, Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF[J]. BMC medical informatics and decision making, 2019, 19(3): 74.

4. Paneth-Pollak R , Schillinger J A , Borrelli J M , Using STD electronic medical record data to drive public health program decisions in New York City[J]. American journal of public health , 2010 , 100(4): 586-590. Paneth-Pollak R, Schillinger J A, Borrelli J M, Using STD electronic medical record data to drive public health program decisions in New York City[J]. American journal of public health, 2010, 100(4): 586-590.

5. Identifying risk factors for healthcare-associated infections from electronic medical record home address data

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