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Research Articles

An approximate dynamic programming approach to network-based scheduling of chemotherapy treatment sessions

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Pages 4314-4330 | Received 22 Dec 2022, Accepted 30 Aug 2023, Published online: 21 Sep 2023

References

  • Alam, Mohammad S., M. Alamgir Hossain, Saleh Algoul, M. A. A. Majumader, M. A. Al-Mamun, Graham Sexton, and Roger Phillips. 2013. “Multi-Objective Multi-Drug Scheduling Schemes for Cell Cycle Specific Cancer Treatment.” Computers & Chemical Engineering 58: 14–32. https://doi.org/10.1016/j.compchemeng.2013.05.021.
  • Andresen, Max, Pablo Born, Eduardo Kattan, Magdalena Vera, Alejandro Cataldo, Carolina Ruiz, and Sebastian Bravo. 2020. “Expanding ICU Facilities in a Pandemic Scenario.” Revista Medica De Chile 148 (5): 674–683. https://doi.org/10.4067/S0034-98872020000500674.
  • Baesler, Felipe F., and José A. Sepúlveda. 2001. “Multi-Objective Simulation Optimization for a Cancer Treatment Center.” In Proceeding of the 2001 Winter Simulation Conference (Cat. No. 01CH37304), Vol. 2, 1405–1411. IEEE.
  • Benzaid, Menel, Nadia Lahrichi, and Louis-Martin Rousseau. 2020. “Chemotherapy Appointment Scheduling and Daily Outpatient–Nurse Assignment.” Health Care Management Science 23: 34–50. https://doi.org/10.1007/s10729-018-9462-6.
  • Bikker, Ingeborg A., Martijn R. K. Mes, Antoine Sauré, and Richard J. Boucherie. 2020. “Online Capacity Planning for Rehabilitation Treatments: An Approximate Dynamic Programming Approach.” Probability in the Engineering and Informational Sciences 34 (3): 381–405. https://doi.org/10.1017/S0269964818000402.
  • Cataldo, Alejandro, Sebastián Sufan, Álvaro Lorca, Max Andresen, César Sánchez, and Antoine Sauré. 2022. “Multi–Stage Process for Chemotherapy Scheduling and Effective Capacity Determination.” International Transactions in Operational Research 30 (1): 155–180. https://doi.org/10.1111/itor.13117.
  • Cotteels, Camille, Dominique Peeters, Philippe A. Coucke, and Isabelle Thomas. 2012. “Localisation Des Centres De Radiothérapie: Une Analyse Géographique Exploratoire Pour La Belgique.” Cancer/Radiothérapie 16 (7): 604–612. https://doi.org/10.1016/j.canrad.2012.07.186.
  • Dellaert, Nico, Ezgi Cayiroglu, and Jully Jeunet. 2016. “Assessing and Controlling the Impact of Hospital Capacity Planning on the Waiting Time.” International Journal of Production Research 54 (8): 2203–2214. https://doi.org/10.1080/00207543.2015.1051668.
  • d'Epenoux, Francois. 1963. “A Probabilistic Production and Inventory Problem.” Management Science 10 (1): 98–108. https://doi.org/10.1287/mnsc.10.1.98.
  • Derman, C. 1970. Finite State Markovian Decision Processes. Orlando, FL, USA: Academic Press, Inc.
  • Garaix, Thierry, Salim Rostami, and Xiaolan Xie. 2020. “Daily Outpatient Chemotherapy Appointment Scheduling with Random Deferrals.” Flexible Services and Manufacturing Journal 32: 129–153. https://doi.org/10.1007/s10696-018-9326-x.
  • Gattini, Cesar. 2018. “El Sistema de Salud en Chile".” Observatorio Chileno de Salud Públicahttps://www.ochisap.cl/wp-content/uploads/2022/04/Sistema_Salud_Chile_Gattini_2018.pdf.
  • Gocgun, Yasin. 2018. “Dynamic Scheduling with Cancellations: An Application to Chemotherapy Appointment Booking.” An International Journal of Optimization and Control: Theories & Applications (IJOCTA) 8 (2): 161–169. https://doi.org/10.11121/ijocta.01.2018.00469.
  • Gocgun, Y., and M. Puterman. 2014. “Dynamic Scheduling with Due Dates and Time Windows: An Application to Chemotherapy Patient Appointment Booking.” Health Care Management Science 17: 60–76. https://doi.org/10.1007/s10729-013-9253-z.
  • González, Jaime, Juan-Carlos Ferrer, Alejandro Cataldo, and Luis Rojas. 2019. “A Proactive Transfer Policy for Critical Patient Flow Management.” Health Care Management Science 22: 287–303. https://doi.org/10.1007/s10729-018-9437-7.
  • Heshmat, Mahmoud, and Amr Eltawil. 2018. “A New Sequential Approach for Chemotherapy Treatment and Facility Operations Planning.” Operations Research for Health Care 18: 33–40. https://doi.org/10.1016/j.orhc.2017.06.002.
  • Khalilpourazari, Soheyl, and Hossein Hashemi Doulabi. 2021. “Robust Modelling and Prediction of the COVID-19 Pandemic in Canada.” International Journal of Production Research. https://doi.org/10.1080/00207543.2021.1936261.
  • Lamé, Guillaume, Oualid Jouini, and Julie Stal-Le Cardinal. 2016. “Outpatient Chemotherapy Planning: A Literature Review with Insights from a Case Study.” IIE Transactions on Healthcare Systems Engineering 6 (3): 127–139. https://doi.org/10.1080/19488300.2016.1189469.
  • Lara, Bárbara A., Alejandro Cataldo, Ricardo Castro, Pablo R. Aguilera, Carolina Ruiz, and Max Andresen. 2016. “The Impact of a Better Coordination Between Emergency and Intensive Care Units in the Care of Critically Ill Patients.” Revista Medica De Chile 144 (7): 911–917. https://doi.org/10.4067/S0034-98872016000700014.
  • Liu, Emma, Xiang Ma, Antoine Sauré, Leah Weber, Martin L. Puterman, and Scott Tyldesley. 2019. “Improving Access to Chemotherapy Through Enhanced Capacity Planning and Patient Scheduling.” IISE Transactions on Healthcare Systems Engineering 9 (1): 1–13. https://doi.org/10.1080/24725579.2018.1442376.
  • Lu, Yuwei, Zhibin Jiang, Na Geng, Shan Jiang, and Xiaolan Xie. 2022. “Appointment Window Scheduling with Wait-Dependent Abandonment for Elective Inpatient Admission.” International Journal of Production Research 60 (19): 5977–5993. https://doi.org/10.1080/00207543.2021.1977407.
  • Lyon, Gabriel, Alejandro Cataldo, Gustavo Angulo, Pablo A. Rey, and Antoine Sauré. 2023. “A Column Generation Approach to Intraday Scheduling of Chemotherapy Patients.” International Journal of Production Research 61 (7): 2231–2249. https://doi.org/10.1080/00207543.2022.2067505.
  • Mackillop, W. 2007. “Killing Time: The Consequences of Delays in Radiotherapy.” Radiotherapy and Oncology 84: 1–4. https://doi.org/10.1016/j.radonc.2007.05.006.
  • Mahar, Stephen, Kurt M. Bretthauer, and Peter A. Salzarulo. 2011. “Locating Specialized Service Capacity in a Multi-Hospital Network.” European Journal of Operational Research 212 (3): 596–605. https://doi.org/10.1016/j.ejor.2011.03.008.
  • Marquinez, José Tomás, Antoine Sauré, Alejandro Cataldo, and Juan-Carlos Ferrer. 2021. “Identifying Proactive ICU Patient Admission, Transfer and Diversion Policies in a Public-Private Hospital Network.” European Journal of Operational Research 295 (1): 306–320. https://doi.org/10.1016/j.ejor.2021.02.045.
  • Masselink, Inge H. J., Thomas L. C. van der Mijden, Nelly Litvak, and Peter T. Vanberkel. 2012. “Preparation of Chemotherapy Drugs: Planning Policy for Reduced Waiting Times.” Omega 40 (2): 181–187. https://doi.org/10.1016/j.omega.2011.05.003.
  • Navarrete Mella, Patricia, and Pamela Perez Ordenes. 2018. “Unidad de Gestión Centralizada de Camas, UGCC.”
  • Olson, Curtis A., Jann T. Balmer, and George C. Mejicano. 2011. “Factors Contributing to Successful Interorganizational Collaboration: The Case of CS2day.” Journal of Continuing Education in the Health Professions 31 (Supplement 1): S3–S12. https://doi.org/10.1002/chp.20143.
  • Pablo, Buris Poch, Nicolás Bustamante Badilla, and Juan Pablo Rojas Zúñiga. 2014. “Análisis crítico del sistema de salud chileno: la puja distributiva y sus consecuencias.”
  • Patrick, J., M. Puterman, and M. Queyranne. 2008. “Dynamic Multipriority Patient Scheduling for a Diagnostic Resource.” Operations Research 56 (6): 1507–1525. https://doi.org/10.1287/opre.1080.0590.
  • Ramos, Camila, Alejandro Cataldo, and Juan-Carlos Ferrer. 2020. “Appointment and Patient Scheduling in Chemotherapy: A Case Study in Chilean Hospitals.” Annals of Operations Research 286: 411–439. https://doi.org/10.1007/s10479-018-3085-7.
  • Sadki, Abdellah, Xiaolan Xie, and Franck Chauvin. 2010. “Patients Assignment for an Oncology Outpatient Unit.” In 2010 IEEE International Conference on Automation Science and Engineering, 891–896. IEEE.
  • Sadki, Abdellah, Xiaolan Xie, and Franck Chauvin. 2011. “Appointment Scheduling of Oncology Outpatients.” In 2011 IEEE International Conference on Automation Science and Engineering, 513–518. IEEE.
  • Sadki, Abdellah, Xiaolan Xie, and Franck Chauvin. 2013. “Planning Oncologists of Ambulatory Care Units.” Decision Support Systems 55 (2): 640–649. https://doi.org/10.1016/j.dss.2012.10.020.
  • Sauré, Antoine, Mehmet A. Begen, and Jonathan Patrick. 2020. “Dynamic Multi-Priority, Multi-Class Patient Scheduling with Stochastic Service Times.” European Journal of Operational Research 280 (1): 254–265. https://doi.org/10.1016/j.ejor.2019.06.040.
  • Sauré, A., J. Patrick, S. Tyldesley, and M. Puterman. 2012. “Dynamic Multi-Appointment Patient Scheduling for Radiation Therapy.” European Journal of Operational Research 223 (2): 573–584. https://doi.org/10.1016/j.ejor.2012.06.046.
  • Saville, Christina E., Honora K. Smith, and Katarzyna Bijak. 2019. “Operational Research Techniques Applied Throughout Cancer Care Services: A Review.” Health Systems 8 (1): 52–73. https://doi.org/10.1080/20476965.2017.1414741.
  • Schweitzer, P., and A. Seidmann. 1985. “Generalized Polynomial Approximations in Markovian Decision Processes.” Journal of Mathematical Analysis and Applications 110 (2): 568–582. https://doi.org/10.1016/0022-247X(85)90317-8.
  • Turkcan, Ayten, Bo Zeng, and Mark Lawley. 2012. “Chemotherapy Operations Planning and Scheduling.” IIE Transactions on Healthcare Systems Engineering 2 (1): 31–49. https://doi.org/10.1080/19488300.2012.665155.
  • Vidal, Ludovic-Alexandre, Evren Sahin, Nicolas Martelli, Malik Berhoune, and Brigitte Bonan. 2010. “Applying AHP to Select Drugs to Be Produced by Anticipation in a Chemotherapy Compounding Unit.” Expert Systems with Applications 37 (2): 1528–1534. https://doi.org/10.1016/j.eswa.2009.06.067.
  • WHO. 2021. “Cáncer.” https://www.who.int/es/news-room/fact-sheets/detail/cancer.
  • Wild, Christopher, Elisabete Weiderpass, and Bernard W. Stewart. 2020. World Cancer Report: Cancer Research for Cancer Prevention. Lyon, France: IARC Press.
  • Yang, Wenya, James H. Williams, Paul F. Hogan, Suanna S. Bruinooge, Gladys I. Rodriguez, Michael P. Kosty, Dean F. Bajorin, A. Hanley, A. Muchow, N. McMillan, M. Goldstein. 2014. “Projected Supply of and Demand for Oncologists and Radiation Oncologists Through 2025: An Aging, Better-Insured Population Will Result in Shortage.” Journal of Oncology Practice 10 (1): 39–45. https://doi.org/10.1200/JOP.2013.001319.

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