zhao wanqing, hu jiahui, lou pei, fang an. Construction and application of Chinese electronic medical record annotation systemZHAO Wanqing HU Jiahui CHEN Lingyun LOU Pei FANG An. 2025. biomedRxiv.202505.00025
Construction and application of Chinese electronic medical record annotation systemZHAO Wanqing HU Jiahui CHEN Lingyun LOU Pei FANG An
Corresponding author: fang an, fang.an@imicams.ac.cn
DOI: 10.12201/bmr.202505.00025
-
Abstract: Purpose/Significance We construct a Chinese electronic medical record(EMR) annotation system, aiming to annotate EMR automatically. Method/Process We analyzed our system requirement from data features, annotate and functional requirements. We further introduce system framework, including data, service and function layers, with user authority managements, annotative pipelines with entity and relations labeling, and some key technologies. Result/Conclusion The annotation system we constructed can fully meet EMR labeling tasks and requirements. It has been successfully applied to the construction of pituitary adenoma EMR corpus.
Key words: Chinese electronic medical record; text labeling; Medical labeling system; Entity RecognitionSubmit time: 21 May 2025
Copyright: The copyright holder for this preprint is the author/funder, who has granted biomedRxiv a license to display the preprint in perpetuity. -
图表
-
chenjieqing, zhangfeng. Named Entity Recognition in Chinese Electronic Medical Records Using Knowledge Graph Construction. 2023. doi: 10.12201/bmr.202312.00011
wuxuehong. A method of recognizing entities from Chinese Electronic Medical Record based on domain word vector combined with word attributes reasoning. 2021. doi: 10.12201/bmr.202109.00016
renhuiling, lixiaoying, wangweijie, wangxu, zhangying. Research on Chinese electronic medical record entity mapping method by fusing similarity algorithm and pre-trained model. 2023. doi: 10.12201/bmr.202305.00015
Guo Weijia. Method for Extracting Data Elements from Chinese Electronic Medical Records. 2024. doi: 10.12201/bmr.202404.00038
gaiyanrong, zhangyunqiu, zhanghui, lichencheng, lujunrui. Research on Quality Analysis and Governance Strategies of Real-World Chinese Electronic Medical Records Data for Knowledge Extraction. 2025. doi: 10.12201/bmr.202511.00077
Deng Jiale, Hu Zhensheng, Lian Wanmin, Hua Yunpeng, Zhou Yi. Research on entity recognition of liver cancer electronic medical records based on RoBERTa-CRF. 2023. doi: 10.12201/bmr.202303.00027
wuhuan, hekunlun. Construction of general medical knowledge graph based on evidence-based medicine and electronic medical record data. 2024. doi: 10.12201/bmr.202409.00027
lijian, yangxu, niruyang, chenying. Construction of daytime electronic medical record system with integrated design of outpatient, inpatient and surgical management. 2021. doi: 10.12201/bmr.202110.00023
zhang lixin, sun haixia, tang mingkun, qian qing. A Review of Real World Electronic Medical Record Data Evaluation. 2021. doi: 10.12201/bmr.202106.00015
chenjianqiu, huangxiaofang. Joint extraction of Chinese EMR entity relationship based on bert. 2022. doi: 10.12201/bmr.202206.00003
-
ID Submit time Number Download 1 2025-02-27 10.12201/bmr.202505.00025V1
Download -
-
Public Anonymous To author only
Get Citation
Article Metrics
- Read: 170
- Download: 4
- Comment: 0

Login
Register




京公网安备