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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)
期刊论文
Xie, X.*, Fan, Z., Zhong, X. (2021) “Appointment Capacity Planning With Overbookingfor Outpatient Clinics With Patient No-Shows,” IEEE Transactions on Automation Science and Engineering, Accepted.
Gong, K., Lee, H. K., Yu, K., Xie, X., Li, J. (2021). “A Prediction and Interpretation Framework of Acute Kidney Injury in Critical Care,” Journal of Biomedical Informatics, 113, 103653.
Li, X., Liu, D., Yang, M., Fry, M. J., Xie, X.* (2020). “Staffing Decisions in a Tele-ICU: Dedicated Versus Flexible Resources,” IISE Transactions on Healthcare Systems Engineering, 10(3), 172-183.
Zeng, Z., Fan, Z., Xie, X.*, Swartz, C. H., DePriest, P., Li, J. (2020). “A Two-level Iteration Approach for Modeling and Analysis of Rapid Response Process with Multiple Deteriorating Patients,” Flexible Services and Manufacturing Journal, 32(1), 35-71.
Luo, L., Pang, B., Chen, J., Li, Y., Xie, X.* (2019) “Assessing the Impact of Lifestyle Interventions on Diabetes Prevention in China: A Modeling Approach,” International Journal of Environmental Research and Public Health, 16(10), 1677.
Yu, K., Xie, X.*(2019), “Predicting Hospital Readmission: A Joint Ensemble-learning Model,” IEEE Journal of Biomedical and Health Informatics, 24(2), 447-456.
Chen, N., Xie, X., Zeng, Z., Zhong, X., Brenny-Fitzpatrick, M., Liegel, B. A., Zheng, L., Li, J. (2019), “Improving Discharge Process at the University of Wisconsin Hospital: A System-Theoretic Method,” IEEE Transactions on Automation Science and Engineering, 16(4), 1732-1749.
Liu, R., Tao, Y., Xie, X.* (2019), “An Adaptive Large Neighborhood Search Heuristic for the Vehicle Routing Problem with Time Windows and Synchronized Visits,” Computer and Operations Research, 101, 250-262.
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, 16(3), 1148-1162.
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, 8(4), 291-302.
Cui, L., Xie, X.*, Shen, Z. (2018), “Prediction Task Guided Representation Learning of Medical Codes in EHR,” Journal of Biomedical Informatics, DOI: 84, 1-10.
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, 16(1), 74-86.
Li, X., Liu, D., Geng, N., Xie, X.* (2018), “Optimal ICU Admission Control with Premature Discharge,” IEEE Transactions on Automation Science and Engineering, 16(1), 148-164.
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, 23(3), 1251-1260.
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. (2017), “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. (2017), “Improving Colorectal Polyp Classification based on Physical Examination Data-An Ensemble Learning Approach,” IEEE Robotics and Automation Letters, 3(1), 434-441.
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. (2014), “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. (2013), “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.
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