Introduction
Donghua Chen, Ph.D.
Assistant Professor
Department of Artificial Intelligence
School of Information Technology and Management
University of International Business and Economics, Beijing 100029, China
Email: dhchen[at]uibe.edu.cn
Education
2015-2020 School of Economics and Management, Beijing Jiaotong University, China, PhD
2018-2019 Schulich School of Engineering, University of Calgary, AB, Canada, PhD visiting student
2013-2015 School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, China, Master
2009-2013 School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, China, Bachelor
Research Areas
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Artificial Intelligence
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Big Data Analystics
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Medical Informatics
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Natural Language Processing
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Knowledge Engineering
Selected Publications
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陈东华, 张润彤. 在线健康社区医生多模态信息融合对患者决策行为影响研究[J]. 现代情报, 2022, 42(08):37-49.
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陈东华, 赵红梅, 尚小溥等. 数据驱动的大型医院手术室运营预测与优化方法研究[J]. 数据分析与知识发现, 2021, 5(09):115-128.
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Donghua Chen, Runtong Zhang, and Robin G. Qiu. Leveraging Semantics in WordNet to Facilitate the Computer-Assisted Coding of ICD-11. IEEE Journal of Biomedical and Health Informatics, 24(5):1469-1476, 2020. [Code].
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Donghua Chen, Runtong Zhang, and Robin G. Qiu. Noninvasive MapReduce Performance Tuning Using Multiple Tuning Methods on Hadoop, IEEE Systems Journal, 15(2):2906-2917, Sep 2020. [Code].
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Donghua Chen, Runtong Zhang, Jiayi Feng, and Kecheng Liu. Fulfilling Information Needs of Patients in Online Health Communities. Health Information and Libraries Journal, 2020, 37(1):48-59.
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Donghua Chen, Runtong Zhang, Hongmei Zhao, and Jiayi Feng. A Bibliometric Analysis of the Development of ICD-11 in Medical Informatics. Journal of Healthcare Engineering, 2019, 2019:1649363.
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Runtong Zhang, Donghua Chen, Xiaopu Shang, Xiaomin Zhu, and Kecheng Liu. A Knowledge-Constrained Access Control Model for Protecting Patient Privacy in Hospital Information Systems. IEEE Journal of Biomedical and Health Informatics, 2018, 22(3):904-911.
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陈东华, 张润彤, 付磊等. SNOMED CT体系下医疗健康大数据映射和迁移方法研究[J]. 情报学报, 2018,37(05):524-532.
Selected Open-source Projects
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mmk-features: A light-weight Python library to utilize multimodal features for deep learning
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AB3DMT: Agent-based 3D modeling toolkit for human body simulation based on NetLogo
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semantic-kit: A toolkit to estimate semantic similarity and relatedness between words/sentences
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umls-similarity: Estimate similarity of medical concepts based on Unified Medical Language System (UMLS)
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Catla-HS: A self-tuning system for MapReduce performance tuning on Hadoop and Spark
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umls-graph: Build a medical knowledge graph based on Unified Language Medical System (UMLS)
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quick-crawler: A toolkit for quickly performing crawler functions
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ICD11-CAC: Computer-assisted coding of ICD-11 based on semantics
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LightLogo: A lightweight Logo-based agent-based simulation toolkit
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MedSim3D: A general programmable platform for 3D modeling and simulation in medical education.
A full list of my leading GitHub projects can be found here.