燕辉(博士),海南大学生物医学工程学院讲师。2011年东北大学生物医学工程专业,获工学学士学位;2012.10-2014.10荷兰埃因霍温科技大学联合培养博士项目;2019年浙江大学生物医学工程专业,获博士学位;2020年荷兰埃因霍温科技大学信息系统专业,获第二博士学位。
主要研究方向:
从事医学信息学领域中的临床路径管理与优化研究。
主要研究方向有:
1)标准诊疗过程的BPMN和CMMN建模;
2)时间序列数据的研究设计和因果推断挑战;
3)BPMN、CMMN语言的过程挖掘方法研究。
代表论文:
1.Wei. Ren, Ping. Han, Xin. Tan, Zili. Cheng andHui. Yan*, "Generating the complete state-spaces of BPMN models using GROOVE," 2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS), Chengdu, China, 2023, pp. 154-161, doi: 10.1109/ISCTIS58954.2023.10213023.
2. Hui Yan,Uzay Kaymak, Pieter Van Gorp,Xudong Lu, Shan Nan*, and Huilong Duan. “Computing alignments with maximum synchronous moves via replay in coordinate planes.” Information Sciences, volume 604, (2022): 280-297. (SCI,IF=8.233)
3.谢燕;燕辉*; 陈晓杰; 段会龙 ; 基于启发式搜索的带循环模型一致性检测方法, 计算机集成制造系统, 2021, 1-12 (期刊论文)
4.Haifeng Xu;Hui Yan; Jianfei Pang; Shan Nan; Xi Yang; Dongsheng Zhao ; Evaluating the relative value of care interventions based on clinical pathway variation detection and propensity score, 2020 IEEE International Conference on Bioinformatics and Biomedicine , 韩国首尔, 2020-12- 16至2020-12-19
5. Hui Yan*, Pieter Van Gorp, Uzay Kaymak, Xudong Lu, Lei Ji, Choo Chiap Chiau, Hendrikus HM Korsten, and Huilong Duan. “Aligning event logs to task-time matrix clinical pathways in BPMN for variance analysis.” IEEE journal of biomedical and health informatics, volume 22, no. 2 (2017): 311-317. (SCI,IF=7.021)
6. Hui Yan, Xudong Lu, Pieter Van Gorp, SJH Serge Jan Hubert Heines, Shan Nan, Walther van Mook, Dennis Bergmans, Uzay Kaymak, and Huilong Duan. “On accurate, automated and insightful deviation analysis of clinical protocols.” In 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1130-1134. IEEE, 2018.(EI)
7. Hui Yan, Pieter Van Gorp, Uzay Kaymak, Lei Ji, Xudong Lu, Choo Chiap Chiau, Hendrikus HM Korsten, and Huilong Duan. “Variance analysis in task-time matrix clinical pathways.” In 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), pp. 253-256. IEEE, 2017.(EI)
8.Sicui Zhang, Laura Genga,Hui Yan, Xudong Lu, Huilong Duan and Uzay Kaymak. “Towards multi-perspective conformance checking with fuzzy sets.” 2020 Workshop on Data Fusion for Artificial Intelligence at ECAI 2020.
招生需求:
招收生物医学工程、信息工程等相关专业的硕士研究生。
联系方式:yanhuineu@163.com