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MF-MNER: Multi-models Fusion for MNER in Chinese Clinical Electronic Medical Records.

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第一作者： Haoze,Du

第一单位： Department of Computer Science, North Carolina State University, Raleigh, NC, 27695, USA.

作者： Haoze,Du ^[1] ; Jiahao,Xu ^[2] ; Zhiyong,Du ^[3] ; Lihui,Chen ^[2] ; Shaohui,Ma ^[3] ; Dongqing,Wei ^[4] ; Xianfang,Wang ^[5]

作者单位： Department of Computer Science, North Carolina State University, Raleigh, NC, 27695, USA. ^[1] School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore. ^[2] School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453003, China. ^[3] State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiaotong University, Shanghai, 200240, China. dqwei@sjtu.edu.cn.;Joint Laboratory of International Cooperation in Metabolic and Developmental Sciences, Ministry of Education, Shanghai Jiaotong University, Shanghai, 200240, China. dqwei@sjtu.edu.cn.;Zhongjing Research and Industrialization, Institute of Chinese Medicine, Zhongguancun Scientific Park, Nanyang, 473000, China. dqwei@sjtu.edu.cn. ^[4] School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453003, China. 2wangfang@163.com. ^[5]

关键词 BART Bi-LSTM CRF MNER Multi-models fusion

医学主题词算法(Algorithms);中国(China);电子健康病历(Electronic Health Records);语义学(Semantics)

DOI 10.1007/s12539-024-00624-z

PMID 38578388

发布时间 2025-01-02

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准确一般字义偏差语意偏离译文作用小提交