Addressing healthcare operational deficiencies using stochastic and dynamic programming

References

• Abdus-Salaam, H. , and L. B. Davis . 2015. “Tactical Allocation and Acceptance of Multiple Patient Classes in the Presence of No-Shows.” Health Systems 4 (2): 93–103.10.1057/hs.2014.18
   Web of Science ®Google Scholar
• Batun, S. , B. T. Denton , T. R. Huschka , and A. J. Schaefer . 2011. “Operating Room Pooling and Parallel Surgery Processing under Uncertainty.” INFORMS Journal on Computing 23 (2): 220–237.10.1287/ijoc.1100.0396
   Web of Science ®Google Scholar
• Brandeau, M. L. , F. Sainfort , and W. P. Pierskalla , eds. 2004. Operations Research and Health Care: A Handbook of Methods and Applications . Vol. 70. New York: Springer Science & Business Media.
   Google Scholar
• Burke, E. K. , P. De Causmaecker , G. V. Berghe , and H. Van Landeghem . 2004. “The State of the Art of Nurse Rostering.” Journal of Scheduling 7 (6): 441–499.10.1023/B:JOSH.0000046076.75950.0b
   Web of Science ®Google Scholar
• Cardoen, B. , E. Demeulemeester , and J. Beliën . 2009. “Optimizing a Multiple Objective Surgical Case Sequencing Problem.” International Journal of Production Economics 119: 354–366.10.1016/j.ijpe.2009.03.009
   Web of Science ®Google Scholar
• Cardoen, B. , E. Demeulemeester , and J. Beliën . 2010. “Operating Room Planning and Scheduling: A Literature Review.” European Journal of Operational Research 201 (3): 921–932.10.1016/j.ejor.2009.04.011
   Web of Science ®Google Scholar
• Cayirli, T. , and E. Veral . 2003. “Outpatient Scheduling in Health Care: A Review of Literature.” Production and Operations Management 12 (4): 519–549.
   Web of Science ®Google Scholar
• Creemers, S. , and M. Lambrecht . 2010. “Queueing Models for Appointment-Driven Systems.” Annals of Operations Research 178: 155–172.10.1007/s10479-009-0646-9
   Web of Science ®Google Scholar
• Deng, Y. , S. Shen , and B. Denton . 2014. Chance-Constrained Surgery Planning under Uncertain or Ambiguous Surgery Duration . Accessed SSRN. http://ssrn.com/abstract=2432375
   Google Scholar
• Denton, B. T. 2013. Handbook of Healthcare Operations Management . New York: Springer.10.1007/978-1-4614-5885-2
   Google Scholar
• Denton, B. , and D. Gupta . 2003. “A Sequential Bounding Approach for Optimal Appointment Scheduling.” IIE Transactions 35 (11): 1003–1016.10.1080/07408170304395
   Web of Science ®Google Scholar
• Denton, B. , A. Miller , H. Balasubramanian , and T. Huschka . 2010. “Optimal Allocation of Surgery Blocks to Operating Rooms under Uncertainty.” Operations Research 58 (4-part-1): 802–816.
   PubMed Web of Science ®Google Scholar
• Erdelyi, A. , and H. Topaloglu . 2011. “Approximate Dynamic Programming for Dynamic Capacity Allocation with Multiple Priority Levels.” IIE Transactions 43: 129–142.
   Web of Science ®Google Scholar
• Erdogan, S. , and B. Denton . 2011. Surgery Planning and Scheduling. Wiley Encyclopedia of Operations Research and Management Science . New York (NY): Wiley.
   Google Scholar
• Erdogan, S. , and B. Denton . 2013. “Dynamic Appointment Scheduling of a Stochastic Server with Uncertain Demand.” INFORMS Journal on Computing 25 (1): 116–132.10.1287/ijoc.1110.0482
   Web of Science ®Google Scholar
• Geng, N. , and X. Xie . 2012. “Optimizing Contracted Resource Capacity with Two Advance Cancelation Modes.” European Journal of Operational Research 221 (3): 501–512.10.1016/j.ejor.2012.04.017
   Web of Science ®Google Scholar
• Geng, N. , and X. Xie , 2016. “Optimal Dynamic Outpatient Scheduling for a Diagnostic Facility with Two Waiting Time Targets.” IEEE Transactions on Automatic Control 61 (12): 3725–3739.
   Web of Science ®Google Scholar
• Geng, N. , X. Xie , V. Augusto , and Z. Jiang . 2011a. “A Monte Carlo Optimization and Dynamic Programming Approach for Managing MRI Examinations of Stroke Patients.” IEEE Transactions on Automatic Control 56 (11): 2515–2529.10.1109/TAC.2011.2112390
   Web of Science ®Google Scholar
• Geng, N. , X. Xie , and Z. Jiang . 2011b. “Capacity Reservation and Cancellation of Critical Resources.” IEEE Transactions on Automation Science and Engineering 8 (3): 470–481.10.1109/TASE.2010.2100381
   Web of Science ®Google Scholar
• Geng, N. , X. Xie , and Z. Jiang . 2013. “Implementation Strategies of a Contract-Based MRI Examination Reservation Process for Stroke Patients.” European Journal of Operational Research 231 (2): 371–380.10.1016/j.ejor.2013.05.043
   Web of Science ®Google Scholar
• Gerchak, Y. , D. Gupta , and M. Henig . 1996. “Reservation Planning for Elective Surgery under Uncertain Demand for Emergency Surgery.” Management Science 42 (3): 321–334.10.1287/mnsc.42.3.321
   Web of Science ®Google Scholar
• Green, L. V. , S. Savin , and B. Wang . 2006. “Managing Patient Service in a Diagnostic Medical Facility.” Operations Research 54 (1): 11–25.10.1287/opre.1060.0242
   Web of Science ®Google Scholar
• Guang, X. , M. Dong , J. Li , and L. Sun . 2017. “Clinic Appointment Scheduling Problem with Consideration of Revisits.” International Journal of Production Research 55 (6): 1767–1779.
   Web of Science ®Google Scholar
• Gupta, D. , and B. Denton . 2008. “Appointment Scheduling in Health Care: Challenges and Opportunities.” IIE Transactions 40 (9): 800–819.10.1080/07408170802165880
   Web of Science ®Google Scholar
• Hall, R. W. 2012. Handbook of Healthcare System Scheduling . New York: Springer Science+ Business Media, LLC.
   Google Scholar
• Hassin, R. , and S. Mendel . 2008. “Scheduling Arrivals to Queues: A Single-Server Model with No-Shows.” Management Science 54 (3): 565–572.10.1287/mnsc.1070.0802
   Web of Science ®Google Scholar
• HCFM . 2003. “Achieving Operating Room Efficiency Through Process Integration.” Healthcare Financial Management: Journal of the Healthcare Financial Management Association 57 (3): suppl 1–7, 112.
   Google Scholar
• Hulshof, P. J. , N. Kortbeek , R. J. Boucherie , E. W. Hans , and P. J. Bakker . 2012. “Taxonomic Classification of Planning Decisions in Health Care: A Structured Review of the State of the Art in oR/MS.” Health Systems 1 (2): 129–175.10.1057/hs.2012.18
   Google Scholar
• Kohn, L. T. , J. M. Corrigan , and M. S. Donaldson , eds. 2000. To Err is Human: Building a Safer Health System . Vol. 6. Washington, DC: National Academies Press.
   Google Scholar
• Kolisch, R. , and S. Sickinger . 2008. “Providing Radiology Health Care Services to Stochastic Demand of Different Customer Classes.” OR Spectrum 30 (2): 375–395.10.1007/s00291-007-0116-1
   Web of Science ®Google Scholar
• Kong, Q. X. , C. Y. Lee , C. P. Teo , and Z. C. Zheng . 2013. “Scheduling Arrivals to a Stochastic Service Delivery System Using Copositive Cones.” Operations Research 61 (3): 711–726.10.1287/opre.2013.1158
   Web of Science ®Google Scholar
• Kong, Qingxia , Shan Li , Nan Liu , Chung-Piaw Teo , and Zhenzhen Yan . 2016. “Appointment Scheduling under Schedule-Dependent Patient No-Show Behavior.” Working Paper, National University of Singapore, Singapore.
   Google Scholar
• Koole, G. 1998. “Structural Results for the Control of Queueing Systems Using Event-based Dynamic Programming.” Queueing Systems 30 (3–4): 323–339.
   Web of Science ®Google Scholar
• Kortbeek, N. , M. E. Zonderland , A. Braaksma , I. M. H. Vliegen , R. J. Boucherie , N. Litvak , and E. W. Hans . 2014. “Designing Cyclic Appointment Schedules for Outpatient Clinics with Scheduled and Unscheduled Patient Arrivals.” Performance Evaluation 80: 5–26.10.1016/j.peva.2014.06.003
   Web of Science ®Google Scholar
• Lamiri, M. , X. Xie , A. Dolgui , and F. Grimaud . 2008a. “A Stochastic Model for Operating Room Planning with Elective and Emergency Demand for Surgery.” European Journal of Operational Research 185 (3): 1026–1037.10.1016/j.ejor.2006.02.057
   Web of Science ®Google Scholar
• Lamiri, M. , X. Xie , and S. Zhang . 2008b. “Column Generation Approach to Operating Theater Planning with Elective and Emergency Patients.” IIE Transactions 40 (9): 838–852.10.1080/07408170802165831
   Web of Science ®Google Scholar
• Li, S. , N. Geng , and X. Xie . 2015. “Radiation Queue: Meeting Patient Waiting Time Targets.” IEEE Robotics & Automation Magazine 22 (2): 51–63.10.1109/MRA.2015.2401232
   Web of Science ®Google Scholar
• Liu, Y. , N. Geng , and Y. Zhu . 2015. “MDP-Based Outpatient Scheduling for Multiple Examinations.” In 2015 IEEE International Conference on Industrial Engineering and Engineering Management , 1312–1317, Dubai, United Arab Emirates.
   Google Scholar
• Magerlein, J. M. , and J. B. Martin . 1978. “Surgical Demand Scheduling: A Review.” Health Services Research 13 (4): 418.
   PubMed Web of Science ®Google Scholar
• Mancilla, C. , and R. Storer . 2012. “A Sample Average Approximation Approach to Stochastic Appointment Sequencing and Scheduling.” IIE Transactions 44 (8): 655–670.10.1080/0740817X.2011.635174
   Web of Science ®Google Scholar
• Muthuraman, K. , and M. Lawley . 2008. “A Stochastic Overbooking Model for Outpatient Clinical Scheduling with No-Shows.” IIE Transactions 40 (9): 820–837.10.1080/07408170802165823
   Web of Science ®Google Scholar
• Patrick, J. , M. L. Puterman , and M. Queyranne . 2008. “Dynamic Multipriority Patient Scheduling for a Diagnostic Resource.” Operations Research 56 (6): 1507–1525.10.1287/opre.1080.0590
   Web of Science ®Google Scholar
• Robinson, L. , and R. Chen . 2003. “Scheduling Doctors' Appointments: Optimal and Empirically-Based Heuristic Policies.” IIE Transactions 35: 295–307.10.1080/07408170304367
   Web of Science ®Google Scholar
• Samudra, M. , E. Demeulemeester , B. Cardoen , N. Vansteenkiste , and F. E. Rademakers . 2017. “Due Time Driven Surgery Scheduling.” Health Care Management Science 20 (3): 326–352.
   PubMed Web of Science ®Google Scholar
• Schütz, H. J. , and R. Kolisch . 2012. “Approximate Dynamic Programming for Capacity Allocation in the Service Industry.” European Journal of Operational Research 218 (1): 239–250.10.1016/j.ejor.2011.09.007
   Web of Science ®Google Scholar
• Schütz, H. J. , and R. Kolisch . 2013. “Capacity Allocation for Demand of Different Customer-Product-Combinations with Cancellations, No-Shows, and Overbooking When There is a Sequential Delivery of Service.” Annals of Operations Research 206 (1): 401–423.10.1007/s10479-013-1324-5
   Web of Science ®Google Scholar
• Shylo, O. V. , O. A. Prokopyev , and A. J. Schaefer . 2012. “Stochastic Operating Room Scheduling for High-Volume Specialties under Block Booking.” INFORMS Journal on Computing 25 (4): 682–692.
   Web of Science ®Google Scholar
• Van Essen, J. T. , E. W. Hans , J. L. Hurink , and A. Oversberg . 2011. “Minimizing the Waiting Time for Emergency Surgery.” Operations Research for Health Care 1 (2–3): 34–44.
   Google Scholar
• Wang, Y. , J. Tang , and R. Fung . 2014. “A Column-Generation-Based Heuristic Algorithm for Solving Operating Theater Planning Problem under Stochastic Demand and Surgery Cancellation Risk.” International Journal of Production Economics 158: 28–36.10.1016/j.ijpe.2014.07.015
   Web of Science ®Google Scholar
• Weiss, E. N. 1990. “Models for Determining Estimated Start times and Case Orderings in Hospital Operating Rooms-.” IIE Transactions 22 (2): 143–150.10.1080/07408179008964166
   Web of Science ®Google Scholar
• Wen, J. , N. Geng , and X. Xie . 2016. “Appointment Scheduling of Diagnostic Facilities Subject to Non-stationary Emergency Demand and Waiting Time Targets.” Proceeding of ETFA2016, Berlin.
   Google Scholar
• Zhang, Z. , B. Berg , B. Denton , and X. Xie . 2016. “Appointment Scheduling and the Effects of Customer Congestion on Service.” Working Paper. http://btdenton.engin.umich.edu/wp-content/uploads/sites/138/2016/08/Zheng-2016.pdf.
   Google Scholar
• Zhang, Z. , B. Denton , and X. Xie . 2015. “Branch and Price for Chance Constrained Bin Packing.” Working Paper. http://www.optimization-online.org/DB_HTML/2015/11/5217.html.
   Google Scholar
• Zhang, Z. , and X. Xie . 2015. “Simulation-Based Optimization for Surgery Appointment Scheduling of Multiple Operating Rooms.” IIE Transactions 47 (9): 998–1012.10.1080/0740817X.2014.999900
   Web of Science ®Google Scholar
• Zhang, Z. , X. Xie , and N. Geng . 2014. “Dynamic Surgery Assignment of Multiple Operating Rooms with Planned Surgeon Arrival times.” IEEE Transactions on Automation Science and Engineering 11 (3): 680–691.10.1109/TASE.2013.2267273
   Web of Science ®Google Scholar
• Zhou, L. , N. Geng , and Z. Jiang . 2017. “Combining Revenue and Equity in Capacity Allocation of Imaging Facilities.” European Journal of Operational Research 256 (2): 619–628.10.1016/j.ejor.2016.06.046
   Web of Science ®Google Scholar