謝小磊

謝小磊

謝小磊，男，博士，清華大學工業工程系副教授。2014年美國威斯康星大學博士畢業，讀博期間曾在Mayo Clinic的Center for Science of Healthcare Delivery從事住院病人緊急救助研究工作。現已和國內衛生管理部門和多個三甲醫院展開合作，具體研究方向包括醫院運營管理，電子病歷數據挖掘，和基於系統科學的政策分析和健康干預。

基本介紹

  • 中文名：謝小磊
  • 學位/學歷：博士
  • 職業：教師
  • 專業方向：衛生醫療系統工程
  • 任職院校：清華大學工業工程系
人物經歷,研究方向,學術兼職,主講課程,學術成果,榮譽獎勵,

人物經歷

教育經歷
美國威斯康星大學，工業工程，博士，2014
美國密西根大學，工業工程，碩士，2009
北京航空航天大學，機械工程及其自動化，學士，2008
工作經歷
2017年12月至今，清華大學，工業工程系，副教授
2014年7月至2017年12月，清華大學,工業工程系，助理教

研究方向

衛生醫療系統工程，生產和服務系統建模，隨機模型，數據挖掘。

學術兼職

  • 中國運籌學會醫療運作管理分會理事
  • 國家醫院質量監測系統數據套用專家委員會委員
  • 國際系統工程協會(INCOSE)醫療分會中國區負責人
  • IEEE Health Care Management技術委員會委員

主講課程

本科生課程
衛生醫療系統工程導論
生產自動化與製造系統 （與鄭力老師合教）
智慧型工程系統 （與張智海老師合教）
管理學基礎 （與於瑞峰老師，何方老師合教）

學術成果

科研項目
本人主持兩項國家自然科學基金委項目，核心參與一項國家自然科學基金委重點項目和國家重點研發計畫子課題。
自2015年起，主持國家衛生計生委委託項目共5項，共同主持1項。此外主持橫向項目兩項。
出版書籍
  • "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)
論文發表
期刊論文：
  1. 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
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
會議論文：
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. Min, X., Xie, X., Wang, H., Chen, N., Chen, T. (2016), “Medical Concepts Embedding and Visualization,” Proceedings of the 6th Annual Translational Bioinformatics Conference.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. Xie, X., Li, J. (2012), “An Integrated Productivity and Energy Consumption Model in Bernoulli Two-machine Lines,” Proceedings of IISE Annual Conference.

榮譽獎勵

清華大學第36屆“挑戰杯”優秀指導教師 （2018）
清華大學優秀班主任二等獎 （2017）
清華大學系級考核優秀獎 (2016，2017)
北京市優秀人才資助計畫 (2015)
臨床科學決策會旅費獎金 (2015)
威斯康星大學麥迪遜分校 Rea C & David H Gustafson 獎學金 (2013)
威斯康星大學麥迪遜分校年度研究展示獎 (2012, 2013)
BP 公司能源獎學金

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