谢小磊，副教授
联系信息 姓名：谢小磊 办公电话： +86-10-6278-2501 邮箱：发送邮件 传真号码： +86-10-6279-4399 地点：舜德楼南614室 教师主页：




个人简介 谢小磊，清华大学工业工程系副教授。致力于和卫生医疗专家和管理者合作，应用工业工程方法解决相关领域实际问题。2014年美国威斯康星大学博士毕业，读博期间曾在Mayo Clinic的Center for Science of Healthcare Delivery从事住院病人紧急救助研究工作。现已和国内卫生管理部门和多个三甲医院展开合作，具体研究方向包括医院运营管理，电子病历数据挖掘，和基于系统科学的政策分析和健康干预。2015年获得北京市优秀人才培养资助，现任中国运筹学会医疗运作管理分会理事，国家卫计委医院质量监测系统数据应用专家委员会委员。 谢小磊团队每年计划招收博士生，欢迎也本科生共同参与卫生医疗系统工程的研究。如希望了解相关科研项目，请联系：xxie@tsinghua.edu.cn

所获奖励 清华大学第36届“挑战杯”优秀指导教师 （2018）
清华大学优秀班主任二等奖 （2017）
清华大学系级考核优秀奖 (2016，2017)
北京市优秀人才资助计划 (2015)
临床科学决策会旅费奖金 (2015)
威斯康星大学麦迪逊分校 Rea C & David H Gustafson 奖学金 (2013)
威斯康星大学麦迪逊分校年度研究展示奖 (2012, 2013)
BP 公司能源奖学金

教育背景 美国威斯康星大学，工业工程，博士，2014
美国密西根大学，工业工程，硕士，2009
北京航空航天大学，机械工程及其自动化，学士，2008

工作经历 2017年12月至今，清华大学，工业工程系，副教授
2014年7月至2017年12月，清华大学,工业工程系，助理教授

讲授课程 本科生课程
卫生医疗系统工程导论
生产自动化与制造系统 （与郑力老师合教）
智能工程系统 （与张智海老师合教）
管理学基础 （与于瑞峰老师，何方老师合教）
研究生课程
中国研究：产业、社会与文化 （参与部分教学）

研究兴趣 卫生医疗系统工程，生产和服务系统建模，随机模型，数据挖掘。
科研项目 本人主持两项国家自然科学基金委项目，核心参与一项国家自然科学基金委重点项目和国家重点研发计划子课题。
自2015年起，主持国家卫生计生委委托项目共5项，共同主持1项。此外主持横向项目两项。

出版书籍
"Stochastic Modeling and Data Analytics in Healthcare Delivery Systems". Edited by Jingshan Li, Nan Kong and Xiaolei Xie, World Scientific Publishing ISBN: 978-981-3220-84-3 (hardcover)
论文发表
期刊论文：
Chen, N., Xie, X., Bain, P., Mundt, M., Zheng, L., Li, J. (2018), “An Analytical Framework for Modeling, Analysis and Improvement of Team Communication and Collaboration Process in Primary Care Clinics,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2018.**
Liu, R., Tao, Y., Xie, X.* (2018), “An Adaptive Large Neighborhood Search Heuristic for the Vehicle Routing Problem With Time Windows and Synchronized Visits,” Computer and Operations Research, accepted.
Cui, L., Xie, X.*, Shen, Z., Lu, R., Wang, H. (2018), “Prediction of Healthcare Resources Utilization Using Multioutput Regression Models,” IISE Transactions on Healthcare Systems Engineering, accepted.
Cui, L., Xie, X.*, Shen, Z. (2018), “Prediction Task Guided Representation Learning of Medical Codes in EHR,” Journal of Biomedical Informatics, DOI: 10.1016/j.jbi.2018.06.013
Pang, B., Xie, X.*, Song, Y., Luo, L., Gong, R. (2018), “Surgery Scheduling under Case Cancellation and Surgery Duration Uncertainty,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2018.**
Li, X., Liu, D., Geng, N., Xie, X.* (2018), “Optimal ICU Admission Control with Premature Discharge,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2018.**
Yang, J., Li, L., Shi, Y., Xie, X.* (2018), “An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia,” IEEE Journal of Biomedical and Health Informatics, DOI: 10.1109/JBHI.2018.**
Zeng, Z., Xie, X., Menaker, H., Sanford-Ring, S.G., Li, J., (2018), “Performance Evaluation of Operating Room Schedules in Orthopedic Surgery,” Flexible Services and Manufacturing Journal, 30(1-2), pp.198-223.
Xie, X., He, T., Kang, J., Siscovick, D.S., Li, Y. and Pagán, J.A. (2018), “Cost-effectiveness Analysis of Intensive Hypertension Control in China,” Preventive medicine, 111, pp.110-114.
Liu, R., Xie, X.*, Yu, K. and Hu, Q. (2018) “A survey on Simulation Optimization for the Manufacturing System Operation. International Journal of Modelling and Simulation, 38(2), pp.116-127.
Chen, N., Wang, M., Xie, X.*, Zheng, L., Swartz, C. H. (2018), “Modeling and Analysis of the Waiting Time of Rapid Response Process in Acute Care,” IEEE Robotics and Automation Letters, 3(1), 336-343.
Xie, X., Xing, J., Kong, N., Li, C., Li, J., Zhang, S. (2018), “Improving Colorectal Polyp Classification based on Physical Examination Data-An Ensemble Learning Approach,” IEEE Robotics and Automation Letters, 3(1), 434-442.
Yu, K., Xie, X.*, Luo, L., Gong, R. (2017), “Contributing Factors of Elective Surgical Case Cancellation: A Retrospective Cross-sectional Study at a Single-site Hospital,” BMC Surgery, 17(1), 100.
Su, W., Xie, X.*, Li, J., Zheng, L., Feng, S. C. (2017), “Reducing Energy Consumption in Serial Production Lines with Bernoulli Reliability Machines,” International Journal of Production Research, 55(24), 7356-7379.
Liu, R., Tao, Y., Hu, Q., Xie, X.* (2017), “Simulation-based Optimisation Approach for the Stochastic Two-echelon Logistics Problem,” International Journal of Production Research, 55(1), 187-201.
Su, W., Xie, X.*, Li, J., Zheng, L. (2016), “Improving Energy Efficiency in Bernoulli Serial Lines: An Integrated Model,” International Journal of Production Research, 54(11), 3414-3428.
Xie, X., Li, J., Swartz, C. H., Dong, Y., DePriest, P. (2016), “Modeling and Analysis of Ward Patient Rescue Process on the Hospital Floor,” IEEE Transactions on Automation Science and Engineering, 13(2), 514-528.
Xie, X., Li, J., Swartz, C. H., DePriest, P. (2014), “Improving Response-time Performance in Acute Care Delivery: A Systems Approach,” IEEE Transactions on Automation Science and Engineering, 11(4), 1240-1249.
Xie, X., Li, J. (2012), “Modeling, Analysis and Continuous Improvement of Food Production Systems: A Case Study at a Meat Shaving and Packaging Line,” Journal of Food Engineering, 113(2), 344-350.
Xie, X., Li, J., Swartz, C. H., DePriest, P. (2012), “Modeling and Analysis of Rapid Response Process to Improve Patient Safety in Acute Care,” IEEE Transactions on Automation Science and Engineering, 9(2), 215-225.
会议论文：
Fan, Z., Xie, X., Sanchez, R., Zhong, X., (2018) “Appointment Capacity Planning with Overbooking for Specialty Clinics with Patient No-Shows,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Feng, Y., Min, X., Chen, N., Chen, H., Xie, X., Wang, H. and Chen, T., (2017), “Patient Outcome Prediction via Convolutional Neural Networks Based on Multi-granularity Medical Concept Embedding,” Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine.
He, L., Xie, X., Liu, H., Li, B. (2017), “How Out-of-pocket Ratio Influences Readmission: An Analysis based on Front Sheet of Inpatient Medical Record,” Proceedings of the International Conference for Smart Health.
Su, W., Xie, X., Li, J., Zheng, L. (2016), “An Energy and Productivity Optimization Model in Bernoulli Serial Lines,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Min, X., Xie, X., Wang, H., Chen, N., Chen, T. (2016), “Medical Concepts Embedding and Visualization,” Proceedings of the 6th Annual Translational Bioinformatics Conference.
Xie, X., Zeng, Z., Li, J., Swartz, C. H., DePriest, P. (2015), “Analysis of Multi-patient Rapid Response Processes: An Iterative Approach,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Zeng, Z., Xie, X., Li, J., Menaker, H., Sanford-Ring, S. G. (2014), “An Analytical Model for Performance Evaluation of Operating Room Schedules in Orthopedic Surgery,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Xie, X., Li, J., Swartz, C. H., Dong, Y. (2013), “Modeling and Analysis of Hospital Inpatient Rescue Process: A Markov Chain Approach,” Proceedings of 2013 IEEE International Conference on Automation Science and Engineering.
Zeng, Z., Xie, X., Zhong, X., Li, J., Liegel, B. A., Sanford-Ring, S. (2013), “Simulation Modeling of Hospital Discharge Process,” Proceedings of IISE Annual Conference.
Xie, X., Li, J., Swartz, C. H., DePriest, P. (2012), “Improving Rapid Response Operations in Acute Care Delivery-part I: System Modeling and Performance Evaluation,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Xie, X., Li, J., Swartz, C. H., DePriest, P. (2012), “Improving Rapid Response Operations in Acute Care Delivery-part II: Continuous improvement and Case Study,” Proceedings of IEEE International Conference on Automation Science and Engineering.
Xie, X., Li, J. (2012), “An Integrated Productivity and Energy Consumption Model in Bernoulli Two-machine Lines,” Proceedings of IISE Annual Conference.
公共服务
系里服务
共同创建和建设数据化管理中心 (http://www.ie.tsinghua.edu.cn/dcm/)
工四年级级主任，工82班班主任
本科毕设委员会
本科生产实践委员会
工业工程系分工会文体委员
学术兼职
中国运筹学会医疗运作管理分会理事
国家医院质量监测系统数据应用专家委员会委员
国际系统工程协会(INCOSE)医疗分会中国区负责人
IEEE Health Care Management技术委员会委员
副主编：
IISE Transactions on Healthcare Systems Engineering
IEEE Robotics and Automation Letters
IEEE International Conference on Automation Science and Engineering (CASE 2015)
审稿人:
Manufacturing Service Operations Management
IEEE Transactions on Automatic Control
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Engineering Management
IEEE Journal of Biomedical and Health Informatics
IEEE Intelligent Systems
European Journal of Operational Research
International Journal of Production Research
Flexible Services and Manufacturing Journal
Annals of Operations Research
Omega The International Journal of Management Science
Computer and Industrial Engineering
Scientific Reports
Quality Technology Quantitative Management
IEEE/SICE International Symposium on System Integration （SII 2017）
39th Annual North American Meeting of Society for Medical Decision Making (SMDM 2017, 2018)
IEEE International Conference on Automation Science and Engineering (IEEE CASE 2014-2018)
国际会议分会场主席：
IEEE ICNS 2018
INFORMS International 2018
IISE Annual Conference 2018
INFORMS Healthcare 2017
IEEE CASE 2017
IEEE CASE 2015