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Nadia LahrichiDépartement de mathématiques et de génie industriel
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Augusto, V., Lahrichi, N., Lanzarone, E., Lee, T., & Song, J. (2022). Analytics and Optimization in Healthcare Management. Flexible Services and Manufacturing Journal, 34(4), 821-823. Lien externe
Augustin, A., Jouvet, P., Lahrichi, N., Lodi, A., & Rousseau, L. M. (2022). A data-driven approach to include availability of ICU b e ds in the planning of the operating room. Omega-International Journal of Management Science, 109, 102608 (16 pages). Lien externe
Augustin, A., Jouvet, P., Lahrichi, N., Lodi, A., & Rousseau, L.-M. (2020). A Data-driven approach to include availability of ICU beds in the planning of the operating room. (Rapport technique n° CIRRELT-2020-10). Lien externe
Bakker, H., Arunkumar, G., Krishnakumari, P. K., Gromicho, J., Côté, F. L., Lahrichi, N., Jha, P., Shrestha, S., Mulmi, R., Bhusal, N., Stapith, D., Jha, R., Shrestha, L., Naidoo, D., Samuel, R., & del Rio Vilas, V. (2024). Coordination strategies to improve COVID-19 PCR laboratory testing scale up in Nepal: An analysis. PLoS ONE, 19(12), e0314746-e0314746. Lien externe
Berthelot, S., Longtin, Y., Margni, M., Guertin, J. R., Leblanc, A., Marx, T., Mangou, K., Bluteau, A., Mantovani, D., Mikhaylin, S., Bergeron, F., Dancause, V., Desjardins, A., Lahrichi, N., Martin, D., Sossa, C. J., Lachapelle, P., Schaal, S., Genest, I., ... Beatty, E. (2023). Postpandemic Evaluation of the Eco-Efficiency of Personal Protective Equipment Against COVID-19 in Emergency Departments: Proposal for a Mixed Methods Study. JMIR Research Protocols, 12, e50682 (14 pages). Lien externe
Breuer, D. J., Seridi, K., Lahrichi, N., Shukla, M., & Benneyan, J. C. (2022). Correction to: Robust multi-period capacity, location, and access of rural cardiovascular services under uncertainty. Flexible Services and Manufacturing Journal, 34(4), 1117-1117. Lien externe
Breuer, D. J., Kapadia, S., Lahrichi, N., & Benneyan, J. C. (2022). Joint robust optimization of bed capacity, nurse staffing, and care access under uncertainty. Annals of Operations Research, 312(2), 673-689. Lien externe
Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2022). On integrating patient appointment grids and technologist schedules in a radiology center. Health Care Management Science, 26(1), 62-78. Lien externe
Breuer, D. J., Lahrichi, N., Shukla, M., & Benneyan, J. C. (2022). Robust multi-period capacity, location, and access of rural cardiovascular services under uncertainty. Flexible Services and Manufacturing Journal, 34(4), 1013-1039. Lien externe
Bélanger, V., Lahrichi, N., Lanzarone, E., & Yalçındağ, S. (2020). Health Care Systems Engineering. Lien externe
Benzaid, M., Lahrichi, N., & Rousseau, L.-M. (2020). Chemotherapy appointment scheduling and daily outpatient-nurse assignment. Health Care Management Science, 23(1), 34-50. Lien externe
Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2020). On integrating patients appointment grids and technologist schedules in a radiology center. (Rapport technique n° CIRRELT-2020-09). Lien externe
Breuer, D. J., Lahrichi, N., Clark, D. E., & Benneyan, J. C. (2020). Robust combined operating room planning and personnel scheduling under uncertainty. Operations Research for Health Care, 27, 100276 (13 pages). Lien externe
Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (mai 2019). Simultaneous Optimization of Appointment Grid and Technologist Scheduling in a Radiology Center [Communication écrite]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada. Lien externe
Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2019). Patient scheduling based on a service-time prediction model: a data-driven study for a radiotherapy center. Health Care Management Science, 22(4), 768-782. Lien externe
Bouarab, H., Lahrichi, N., & Legrain, A. (2015). The nurse scheduling problem in real-life. Journal of Medical Systems, 39(160). Lien externe
Bouarab, H., Champalle, S., Dagenais, M., & Lahrichi, N. Nurse scheduling : from theoretical modeling to practical resolution [Communication écrite]. Society for Health Conference (SHC 2011), Orlando, Florida. Lien externe
Bakker, H., Arunkumar, G., Krishnakumari, P. K., Gromicho, J., Côté, F. L., Lahrichi, N., Jha, P., Shrestha, S., Mulmi, R., Bhusal, N., Stapith, D., Jha, R., Shrestha, L., Naidoo, D., Samuel, R., & del Rio Vilas, V. COVID-19 daily situation reports - partial data extracted to .csv [Ensemble de données]. Lien externe
Camiat, F., Restrepo, M. I., Chauny, J.-M., Lahrichi, N., & Rousseau, L.-M. (2021). Productivity-driven physician scheduling in emergency departments. Health Systems, 10(2), 104-117. Lien externe
Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (juillet 2009). A concurrent evolutionary approach for rich combinatorial problems [Communication écrite]. Genetic and Evolutionary Computation Conference (GECC 2009), Montréal, Québec. Lien externe
Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (juillet 2009). Integrative cooperative meta-heuristics for rich combinatorial problems [Communication écrite]. VIII Metaheuristic International Conference (MIC 2009), Hambourg, Allemagne. Non disponible
Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (mai 2009). Multi-thread cooperative optimization for rich combinatorial problems [Communication écrite]. 23rd IEEE international Parallel & Distributed Processing Symposium (IPDPS 2009), Rome, Italy (8 pages). Lien externe
El Hage, J., Gravitt, P., Ravel, J., Lahrichi, N., & Gralla, E. (2021). Supporting scale-up of COVID-19 RT-PCR testing processes with discrete event simulation. PLOS One, 16(7), 19 pages. Disponible
El Hachemi, N., Crainic, T. G., Lahrichi, N., Rei, W., & Vidal, T. (2015). Solution integration in combinatorial optimization with applications to cooperative search and rich vehicle routing. Journal of Heuristics, 21(5), 663-685. Lien externe
El Hachemi, N., Crainic, T. G., Lahrichi, N., Rei, W., & Vidal, T. (2014). Solution integration in combinatorial optimization with applications to cooperative search and rich vehicle routing. (Rapport technique n° CIRRELT-2014-40). Lien externe
Fortin, M., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2012). Online Optimization of Radiation Therapy Patient Scheduling. International Journal of Radiation Oncology Biology Physics, 84(3), S543-S543. Lien externe
Ghiyasinasab, M., Morisson, L., Laferrière-Langlois, P., Geraldo-Demers, M.-A., Gélinas, C., Nadeau-Vallée, M., Verdonck, O., Lahrichi, N., & Richebé, P. (2022). Identification of the intraoperative antinociceptive effect of intravenous fentanyl using the Nociception Level (NOL) index versus clinical parameters in patients undergoing gynecological laparoscopic surgery: A secondary analysis of the NOLGYN study. Anaesthesia Critical Care & Pain Medicine, 41(4), 101102 (6 pages). Lien externe
Ghiyasinasab, M., Lahrichi, N., & Lehoux, N. (2021). A simulation model to analyse automation scenarios in decontamination centers. Health Systems, 12(2), 181-197. Lien externe
Grenouilleau, F., Lahrichi, N., & Rousseau, L.-M. (2020). New decomposition methods for home care scheduling with predefined visits. Computers & Operations Research, 115, 104855 (9 pages). Lien externe
Grenouilleau, F., Lahrichi, N., & Rousseau, L.-M. (2019). New decomposition methods for home care scheduling with predefined visits. (Rapport technique n° CIRRELT-2019-10). Lien externe
Grenouilleau, F., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2019). A set partitioning heuristic for the home health care routing and scheduling problem. European Journal of Operational Research, 275(1), 295-303. Lien externe
Gilli, Q., Mustapha, K., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2017). Patient model for colon and colorectal cancer care trajectory simulation. Health Science Journal, 11(6), 536 (16 pages). Disponible
Grenouilleau, F., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2017). A set partitioning heuristic for the home health care routing and scheduling problem. (Rapport technique n° CIRRELT -2017-70). Lien externe
Gilli, Q., Mustapha, K., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2014). Agent-based simulation of colorectal cancer care trajectory: patient model. (Rapport technique n° CIRRELT-2014-67). Lien externe
Hertz, A., Lahrichi, N., & Widmer, M. (2010). A flexible MILP model for multiple-shift workforce planning under annualized hours. European Journal of Operational Research, 200(3), 860-873. Lien externe
Hertz, A., & Lahrichi, N. (2009). A Patient Assignment Algorithm for Home Care Services. Journal of the Operational Research Society, 60(4), 481-495. Lien externe
Krishnakumari, P. K., Bakker, H., Lahrichi, N., Côté, F. L., Gromicho, J., Govindakarnavar, A., Jha, P., Shrestha, S., Mulmi, R., Bhusal, N., Stapith, D., Jha, R., Shrestha, L., Samuel, R., Naidoo, D., & Del Rio Vilas, V. (2024). Assessment of geographical accessibility to COVID-19 testing facilities in Nepal (2021). The Lancet Regional Health - Southeast Asia, 27, 100436 (17 pages). Lien externe
Laferrière-Langlois, P., Imrie, F., Geraldo, M.-A., Wingert, T., Lahrichi, N., van der Schaar, M., & Cannesson, M. (2024). Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach. Anesthesia & Analgesia, 139(1), 174-185. Lien externe
Lahrichi, N., Lanzarone, E., & Yalcindai, S. (2022). A First Route Second Assign decomposition to enforce continuity of care in home health care. Expert Systems With Applications, 193, 116442 (13 pages). Lien externe
Lavoie, G., Belanger, V., de Montigny, L., & Lahrichi, N. (mai 2019). A Realistic Simulation Model of Montréal Emergency Medical Services [Communication écrite]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada. Lien externe
Lahrichi, N., Rousseau, L.-M., & Van Hoeve, W.-J. (2018). Residential Care. Dans Handbook of Healthcare Analytics (p. 257-285). Lien externe
Lahrichi, N., Lanzarone, E., & Yalcinda, S. (mai 2017). A new decomposition approach for the home health care problem [Communication écrite]. 3rd International Conference on Health Care Systems Engineering (HCSE 2017), Florence, Italy. Lien externe
Legrain, A., Lahrichi, N., Rousseau, L.-M., & Widmer, M. (2016). Combining Benders and Dantzig-Wolfe Decompositions for Online Stochastic Combinatorial Optimization. (Rapport technique n° CIRRELT-2016-52). Lien externe
Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., Crişan, G. C., & Vidal, T. (2015). An integrative cooperative search framework for multi-decision-attribute combinatorial optimization: Application to the MDPVRP. European Journal of Operational Research, 246(2), 400-412. Lien externe
Legrain, A., Fortin, M. A., Lahrichi, N., & Rousseau, L.-M. (2015). Online stochastic optimization of radiotherapy patient scheduling. Health Care Management Science, 18(2), 110-123. Lien externe
Legrain, A., Fortin, M. A., Lahrichi, N., Rousseau, L.-M., & Wildmer, M. (mars 2015). Stochastic optimization of the scheduling of a radiotherapy center [Communication écrite]. Mini EURO Conference on Improving Healthcare: New Challenges, New Approaches, Coimbra, Portugal. Publié dans Journal of Physics: Conference Series, 616. Lien externe
Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., & Rousseau, L.-M. (2015). Strategic analysis of the dairy transportation problem. Journal of the Operational Research Society, 66(1), 44-56. Lien externe
Lahrichi, N., De Los Reyes, V., Pevreal, A., & Williams, K. (juillet 2014). Planification et gestion de l'horaire des infirmières au bloc opératoire [Communication écrite]. 7e Conférence de gestion et ingénierie des systèmes hospitaliers (GISEH 2014), Liège, Belgique. Non disponible
Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., Crişan, G. C., & Vidal, T. (2012). An integrative cooperative search framework for multi-decision-attribute combinatorial optimization. (Rapport technique n° CIRRELT-2012-42). Lien externe
Lahrichi, N., Troy, P., Vandal, V., & Rosenberg, L. (août 2012). Ingénierie du changement dans le bloc opératoire comme paradigme du changement du système de soins de santé [Communication écrite]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada. Non disponible
Legrain, A., Lahrichi, N., & Rousseau, L.-M. (août 2012). Planification et optimisation en temps réel des rendez-vous patients en radiothérapie [Communication écrite]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada. Non disponible
Lahrichi, N. (2008). Organisation et planification de la main-d'oeuvre : applications en santé et en industrie [Thèse de doctorat, École Polytechnique de Montréal]. Disponible
Lahrichi, N., Lapierre, S. D., Hertz, A., Talib, A., & Bouvier, L. (2006). Analysis of a territorial approach to the delivery of nursing home care services based on historical data. Journal of Medical Systems, 30(4), 283-291. Lien externe
Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., & Rousseau, L.-M. Strategic analysis of the diary transportation problem. (Rapport technique n° CIRRELT-2012-80). Lien externe
Morisson, L., Nadeau-Vallée, M., Espitalier, F., Laferrière-Langlois, P., Idrissi, M., Lahrichi, N., Gélinas, C., Verdonck, O., & Richebé, P. (2022). Prediction of acute postoperative pain based on intraoperative nociception level (NOL) index values: the impact of machine learning-based analysis. Journal of Clinical Monitoring and Computing, 37(1), 337-344. Lien externe
Madelin, G., & Lahrichi, N. (2021). Modeling and improving the logistic distribution network of a hospital. International Transactions in Operational Research, 28(1), 70-90. Lien externe
Musaraganyi, L., Germain, S., Lahrichi, N., & Rousseau, L.-M. (mai 2019). Integration of Users Preferences into the Home Healthcare Routing and Scheduling Multi-objective Problem: A Hierarchical Approach with Pareto-Optimal Alternative Solutions [Communication écrite]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada. Lien externe
Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2019). Integrating DVH criteria into a column generation algorithm for VMAT treatment planning. Physics in Medicine and Biology, 64(8), 14 pages. Lien externe
Mustapha, K., Gilli, Q., Frayret, J.-M., & Lahrichi, N. (juillet 2016). Agent-based modelling and simulation framework for health care [Communication écrite]. 6th International Conference on Simulation and Modeling Methodologies,Technologies and Applications, (SIMULTECH 2016), Lisbon, Portugal. Lien externe
Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2017). Simultaneous Delivery Time and Aperture Shape Optimization for the Volumetric-Modulated Arc Therapy (VMAT) Treatment Planning Problem. (Rapport technique n° CIRRELT-2017-09). Lien externe
Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2017). Simultaneous delivery time and aperture shape optimization for the volumetric-modulated arc therapy (VMAT) treatment planning problem. Physics in Medicine and Biology, 62(14), 5589-5611. Lien externe
Mustapha, K., Gilli, Q., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2016). Agent-based simulation patient model for colon and colorectal cancer care trajectory. Procedia Computer Science, 100, 188-197. Disponible
Mascarella, M. A., Lahrichi, N., Cloutier, F., Kleiman, S., Payne, R. J., & Rosenberg, L. (2016). High efficiency endocrine operation protocol: From design to implementation. Surgery, 160(4), 1118-1124. Lien externe
Masson, R., Lahrichi, N., & Rousseau, L.-M. (2016). A two-stage solution method for the annual dairy transportation problem. European Journal of Operational Research, 251(1), 36-43. Lien externe
Niroumandrad, N., Lahrichi, N., & Lodi, A. (2024). Learning tabu search algorithms: a scheduling application. Computers & Operations Research, 170, 106751 (16 pages). Lien externe
Nguyen, N.-D., Gendron, B., & Lahrichi, N. (2024). A parking incentive allocation problem for ridesharing systems. Transportation Research Part C: Emerging Technologies, 166, 104782 (23 pages). Lien externe
Niroumandrad, N., Lahrichi, N., & Lodi, A. (juillet 2022). A Learning Metaheuristic Algorithm for a Scheduling Application [Communication écrite]. 14th International Conference on Metaheuristics (MIC 2022), Ortigia-Syracuse, Italy. Lien externe
Niroumandrad, N., Lahrichi, N., & Lodi, A. (2022). Learning tabu search algorithms : a scheduling application. (Rapport technique). Lien externe
Niroumandrad, N., & Lahrichi, N. (2018). A stochastic tabu search algorithm to align physician schedule with patient flow. Health Care Management Science, 21(2), 244-258. Lien externe
Rositch, A. F., Singh, A., Lahrichi, N., Paz-Soldan, V. A., Kohler-Smith, A., Gravitt, P. E., & Gralla, E. (2022). Planning for resilience in screening operations using discrete event simulation modeling: example of HPV testing in Peru. Implementation science communications, 3, 65 (13 pages). Disponible
Roy, P., Restrepo, M. I., Chauny, J.-M., Lahrichi, N., & Rousseau, L.-M. (2020). Predicting patient's consultation length in emergency departments with machine learning. (Rapport technique n° EasyChair Preprint no. 2578). Lien externe
Sauthier, N., Bouchakri, R., Carrier, F. M., Sauthier, M., Mullie, L.-A., Cardinal, H., Fortin, M.-C., Lahrichi, N., & Chassé, M. (2023). Automated screening of potential organ donors using a temporal machine learning model. Scientific Reports, 13(1), 8459 (8 pages). Lien externe
Thompson, J. O., Lahrichi, N., Meyer, P., Mohammadi, M., & Thevenin, S. (juin 2024). A Large Neighborhood Search Metaheuristic for the Stochastic Mixed Model Assembly Line Balancing Problem with Walking Workers [Communication écrite]. 15th International Conference on Metaheuristics (MIC 2024), Lorient, France. Lien externe
Troy, P., Lahrichi, N., Porubska, D., & Rosenberg, L. (2020). Fine-grained simulation optimization for the design and operations of a multi-activity clinic. Flexible Services and Manufacturing Journal, 32(3), 599-628. Lien externe
Troy, P., Lahrichi, N., Porubska, D., & Rosenberg, L. (2018). Fine-grained simulation optimization for the design and operations of a multi-activity clinic. (Rapport technique n° CIRRELT-2018-47). Lien externe
Troy, P., Lahrichi, N., & Rosenberg, L. (décembre 2013). An alternative approach to modeling a pre-surgical screening clinic [Communication écrite]. Winter Simulation Conference, Washington, D.C.. Lien externe
Vergnolle, G., & Lahrichi, N. (2022). Data-Driven Analysis of Employee Churn in the Home Care Industry. Home Health Care Management and Practice, 35(2), 75-85. Lien externe
Vieira, B., Demirtas, D., van de Kamer, J. B., Hans, E. W., Rousseau, L.-M., Lahrichi, N., & van Harten, W. H. (mai 2019). A Mathematical Programming Model for Radiotherapy Scheduling with TimeWindows [Communication écrite]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada. Lien externe
Vieira, B., Demirtas, D., van de Kamer, J. B., Hans, E. W., Rousseau, L.-M., Lahrichi, N., & van Harten, W. H. (2020). Radiotherapy treatment scheduling considering time window preferences. Health Care Management Science, 23(4), 520-534. Lien externe
Vidal, T., Crainic, T. G., Gendreau, M., Lahrichi, N., & Rei, W. (2012). A hybrid genetic algorithm for multidepot and periodic vehicle routing problems. Operations Research, 60(3), 611-624. Lien externe
Vidal, T., Crainic, T. G., Gendreau, M., Lahrichi, N., & Rei, W. (2011). A Hybrid Genetic Algorithm for Multi-Depot and Periodic Vehicle Routing Problems. (Rapport technique n° CIRRELT-2011-05). Lien externe
Vidal, T., Crainic, T. G., Gendreau, M., Lahrichi, N., & Rei, W. (2010). A hybrid genetic algorithm for multi-depot and periodic vehicle routing problems. (Rapport technique n° CIRRELT-2010-34). Lien externe
Yu, C., Lahrichi, N., & Matta, A. (2023). Optimal budget allocation policy for tabu search in stochastic simulation optimization. Computers & Operations Research, 150, 106046 (22 pages). Lien externe
