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Journal Articles
- 2024
[j28]Kaidi Gong, Yajun Xue, Lingyun Kong, Xiaolei Xie:
Cost prediction for ischemic heart disease hospitalization: Interpretable feature extraction using network analysis. J. Biomed. Informatics 154: 104652 (2024)- [j27]Ridong Wang, Xiang Liu, Xiaolei Xie, Lefei Li:
Robust Elective Hospital Admissions With Contextual Information. IEEE Trans Autom. Sci. Eng. 21(4): 5402-5420 (2024) - [j26]Xiaolei Xie
, Xu Dai, Zhi Pei:
Empowering the Capillary of the Urban Daily Commute: Battery Deployment Analysis for the Locker-Based E-bike Battery Swapping. Transp. Sci. 58(1): 176-197 (2024) - 2023
- [j25]Ridong Wang, Karmel S. Shehadeh, Xiaolei Xie, Lefei Li:
Data-driven integrated home service staffing and capacity planning: Stochastic optimization approaches. Comput. Oper. Res. 159: 106348 (2023) - 2022
- [j24]Jingshan Li, Chao-Bo Yan, Hyun-Jung Kim, Xiaolei Xie, Hyo-Kyung Lee:
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems. Int. J. Prod. Res. 60(13): 3945-3947 (2022) - [j23]Zhenghao Fan, Xiaolei Xie:
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning. Int. J. Prod. Res. 60(13): 4229-4252 (2022) - [j22]Ran Liu, Xiaoyu Fan, Zerui Wu, Bowen Pang, Xiaolei Xie:
The Physician Scheduling of Fever Clinic in the COVID-19 Pandemic. IEEE Trans Autom. Sci. Eng. 19(2): 709-723 (2022) - [j21]Xiaolei Xie, Zhenghao Fan, Xiang Zhong:
Appointment Capacity Planning With Overbooking for Outpatient Clinics With Patient No-Shows. IEEE Trans Autom. Sci. Eng. 19(2): 864-883 (2022) - [j20]Ran Liu, Weiliang Liu, Yuxin Liu, Ershun Pan, Xiaolei Xie:
Modeling and Optimization for Emergency Medical Services Network. IEEE Trans Autom. Sci. Eng. 19(4): 3520-3535 (2022) - 2021
- [j19]Kaidi Gong, Hyo Kyung Lee, Kaiye Yu, Xiaolei Xie, Jingshan Li:
A prediction and interpretation framework of acute kidney injury in critical care. J. Biomed. Informatics 113: 103653 (2021) - [j18]Kaiye Yu, Zhongliang Yang, Chuhan Wu, Yongfeng Huang, Xiaolei Xie:
In-hospital resource utilization prediction from electronic medical records with deep learning. Knowl. Based Syst. 223: 107052 (2021) - [j17]Lei Li, Xiaolei Xie, Jun Yang:
A predictive model incorporating the change detection and Winsorization methods for alerting hypoglycemia and hyperglycemia. Medical Biol. Eng. Comput. 59(11): 2311-2324 (2021) - 2020
- [j16]Kaiye Yu, Xiaolei Xie:
Predicting Hospital Readmission: A Joint Ensemble-Learning Model. IEEE J. Biomed. Health Informatics 24(2): 447-456 (2020) - 2019
- [j15]Ran Liu, Yangyi Tao, Xiaolei Xie:
An adaptive large neighborhood search heuristic for the vehicle routing problem with time windows and synchronized visits. Comput. Oper. Res. 101: 250-262 (2019) - [j14]Bowen Pang, Xiaolei Xie, Yongjia Song, Li Luo:
Surgery Scheduling Under Case Cancellation and Surgery Duration Uncertainty. IEEE Trans Autom. Sci. Eng. 16(1): 74-86 (2019) - [j13]Xuanjing Li, Dacheng Liu, Na Geng, Xiaolei Xie:
Optimal ICU Admission Control With Premature Discharge. IEEE Trans Autom. Sci. Eng. 16(1): 148-164 (2019) - [j12]Nan Chen, Xiaolei Xie, Philip A. Bain, Marlon P. Mundt, Li Zheng, Jingshan Li:
An Analytical Framework for Modeling, Analysis, and Improvement of Team Communication and Collaboration Process in Primary Care Clinics. IEEE Trans Autom. Sci. Eng. 16(3): 1148-1162 (2019) - [j11]Nan Chen, Xiaolei Xie, Zexian Zeng, Xiang Zhong, Maria Brenny-Fitzpatrick, Barbara A. Liegel, Li Zheng, Jingshan Li:
Improving Discharge Process at the University of Wisconsin Hospital: A System-Theoretic Method. IEEE Trans Autom. Sci. Eng. 16(4): 1732-1749 (2019) - [j10]Jun Yang, Lei Li, Yimeng Shi, Xiaolei Xie:
An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia. IEEE J. Biomed. Health Informatics 23(3): 1251-1260 (2019) - 2018
- [j9]Liwen Cui, Xiaolei Xie, Zuo-Jun Max Shen:
Prediction task guided representation learning of medical codes in EHR. J. Biomed. Informatics 84: 1-10 (2018) - [j8]Nan Chen, Mengxin Wang, Xiaolei Xie, Li Zheng, Colleen H. Swartz:
Modeling and Analysis of the Waiting Time of Rapid Response Process in Acute Care. IEEE Robotics Autom. Lett. 3(1): 336-343 (2018) - [j7]Xiaolei Xie, Jie Xing, Nan Kong, Chong Li, Jinlin Li, Shutian Zhang:
Improving Colorectal Polyp Classification Based on Physical Examination Data - An Ensemble Learning Approach. IEEE Robotics Autom. Lett. 3(1): 434-441 (2018) - 2017
- [j6]Ran Liu, Yangyi Tao, Qiaoyu Hu, Xiaolei Xie:
Simulation-based optimisation approach for the stochastic two-echelon logistics problem. Int. J. Prod. Res. 55(1): 187-201 (2017) - [j5]Wen Su, Xiaolei Xie, Jingshan Li, Li Zheng, Shaw C. Feng:
Reducing energy consumption in serial production lines with Bernoulli reliability machines. Int. J. Prod. Res. 55(24): 7356-7379 (2017) - 2016
- [j4]Yadong Liu, Xiaolei Xie, Yue Hu, Yong Qian, Gehao Sheng, Xiuchen Jiang:
A Novel Transient Fault Current Sensor Based on the PCB Rogowski Coil for Overhead Transmission Lines. Sensors 16(5): 742 (2016) - [j3]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Yue Dong, Paul DePriest:
Modeling and Analysis of Ward Patient Rescue Process on the Hospital Floor. IEEE Trans Autom. Sci. Eng. 13(2): 514-528 (2016) - 2014
- [j2]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest:
Improving Response-Time Performance in Acute Care Delivery: A Systems Approach. IEEE Trans Autom. Sci. Eng. 11(4): 1240-1249 (2014) - 2012
- [j1]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest:
Modeling and Analysis of Rapid Response Process to Improve Patient Safety in Acute Care. IEEE Trans Autom. Sci. Eng. 9(2): 215-225 (2012)
Conference and Workshop Papers
- 2023
- [c13]Enqi Fu, Huimin Tang, Xiaolei Xie, Lin Kang:
Identify and Characterize Fall-Risk in Older Adults: A Data-Driven Approach. SMC 2023: 4122-4127 - 2019
- [c12]Bowen Pang, Xiaolei Xie, Bernd Heidergott, Yijie Peng:
optimizing outpatient Department Staffing Level using Multi-Fidelity Models. CASE 2019: 715-720 - 2018
- [c11]Zhenghao Fan, Xiaolei Xie, Reynerio A. Sanchez, Xiang Zhong:
Overbooking for Specialty Clinics with Patient No-Shows: A Queueing Approach. CASE 2018: 396-401 - [c10]Xiaolei Xie, Yongliang Wei, Yu Zhang:
Comparison of Retrieval Methods of Arctic Polynya Area. IGARSS 2018: 7336-7339 - 2017
- [c9]Yujuan Feng, Xu Min, Ning Chen, Hu Chen, Xiaolei Xie, Haibo Wang, Ting Chen:
Patient outcome prediction via convolutional neural networks based on multi-granularity medical concept embedding. BIBM 2017: 770-777 - [c8]Chong Li, Xiaolei Xie, Jinlin Li, Nan Kong:
Improving colorectal polyp classification based on physical examination data - A ensemble learning approach. CASE 2017: 193-194 - [c7]Luo He, Xiaolei Xie, Hongyan Liu, Bo Li:
How Out-of-Pocket Ratio Influences Readmission: An Analysis Based on Front Sheet of Inpatient Medical Record. ICSH 2017: 67-78 - 2016
- [c6]Wen Su, Xiaolei Xie, Jingshan Li, Li Zheng:
An energy and productivity optimization model in Bernoulli serial lines. CASE 2016: 855-860 - 2015
- [c5]Xiaolei Xie, Zexian Zeng, Jingshan Li, Colleen H. Swartz, Paul DePriest:
Analysis of multi-patient rapid response processes: An iterative approach. CASE 2015: 740-745 - 2014
- [c4]Zexian Zeng, Xiaolei Xie, Jingshan Li, Heidi Menaker, Susan G. Sanford-Ring:
An analytical model for performance evaluation of operating room schedules in orthopedic surgery. CASE 2014: 570-575 - 2013
- [c3]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Yue Dong:
Modeling and analysis of hospital inpatient rescue process: A Markov chain approach. CASE 2013: 978-983 - 2012
- [c2]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest:
Improving rapid response operations in acute care delivery - part I: System modeling and performance evaluation. CASE 2012: 303-308 - [c1]Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest:
Improving rapid response operations in acute care delivery - part II: Continuous improvement and case study. CASE 2012: 309-314
Coauthor Index
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