Directory of Experts

Lahrichi, Nadia

Directory of Experts

Lahrichi, Nadia

Directory of Experts

Publications by type

Journal article (48) Conference paper (20) Book (1) Book chapter (1) Patent Report (16) Thesis (1) Dataset (1) Teaching resource Image Audio recording Video recording Other

Nadia Lahrichi (88)

Journal articles (48)
- 2025
  - Côté, F. L., Lahrichi, N., Gralla, E., Bakker, H., Krishnan Krishnakumari, P., Gromicho, J., Arunkumar, G., Jha, R., Shrestha, L., Bhusal, N., Shrestha, S., Mulmi, R., Jha, P., Samuel, R., Naidoo, D., & Del Rio Vilas, V. (2025). Within-laboratory SARS-CoV-2 real time PCR testing operations in Nepal: a simulation-based analysis. The Lancet Regional Health - Southeast Asia, 36, 100584 (18 pages).
- 2024
  - 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).
  - 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).
  - 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.
  - Niroumandrad, N., Lahrichi, N., & Lodi, A. (2024). Learning tabu search algorithms: a scheduling application. Computers & Operations Research, 170, 106751 (16 pages).
  - 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.
- 2023
  - 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).
  - 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).
  - 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).
- 2022
  - Augustin, A., Jouvet, P., Lahrichi, N., Lodi, A., & Rousseau, L.-M. (2022). A data-driven approach to include availability of ICU beds in the planning of the operating room. Omega-International Journal of Management Science, 109, 102608 (16 pages).
  - 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).
  - 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.
  - 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.
  - 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.
  - 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).
  - 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.
  - 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.
  - 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).
  - 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.
  - 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.
- 2021
  - Ghiyasinasab, M., Lahrichi, N., & Lehoux, N. (2021). A simulation model to analyse automation scenarios in decontamination centers. Health Systems, 12(2), 181-197.
  - Madelin, G., & Lahrichi, N. (2021). Modeling and improving the logistic distribution network of a hospital. International Transactions in Operational Research, 28(1), 70-90.
  - 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.
  - 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.
- 2020
  - Benzaid, M., Lahrichi, N., & Rousseau, L.-M. (2020). Chemotherapy appointment scheduling and daily outpatient-nurse assignment. Health Care Management Science, 23(1), 34-50.
  - 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.
  - 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).
  - 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.
  - 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).
- 2019
  - 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.
  - 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.
  - 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.
- 2018
  - 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.
- 2017
  - 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).
  - 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.
- 2016
  - 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.
  - 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.
  - 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.
- 2015
  - 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.
  - 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.
  - 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.
  - 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.
  - Bouarab, H., Lahrichi, N., & Legrain, A. (2015). The nurse scheduling problem in real-life. Journal of Medical Systems, 39(160).
- 2012
  - 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.
  - 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.
- 2010
  - 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.
- 2009
  - Hertz, A., & Lahrichi, N. (2009). A Patient Assignment Algorithm for Home Care Services. Journal of the Operational Research Society, 60(4), 481-495.
- 2006
  - 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.
Conference papers (20)
- 2025
  - Fleurance, P., Lahrichi, N., Péton, O., & Restrepo, M. I. (2025, February). Matheuristique pour le routage et la planification de soignants à domicile sous incertitudes [Paper]. 26ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2025), Champs Sur Marne, France.
- 2024
  - Thompson, J. O., Lahrichi, N., Meyer, P., Mohammadi, M., & Thevenin, S. (2024, June). A Large Neighborhood Search Metaheuristic for the Stochastic Mixed Model Assembly Line Balancing Problem with Walking Workers [Paper]. 15th International Conference on Metaheuristics (MIC 2024), Lorient, France.
  - Lacort Burgos, A., Maheut, J., & Lahrichi, N. (2024, July). Discrete Event Simulation for Hospital Inpatient Flow Modelling: A Review of Validation Methods [Paper]. 18th International Conference on Industrial Engineering and Industrial Management (ICIEIM 2024); XXVIII Congreso de Ingeniería de Organización (CIO2024), Madrid, Spain. Published in Lecture notes on data engineering and communications technologies.
  - Lacort Burgos, A., Lahrichi, N., & Maheut, J. (2024, June). Hospital Bed Management Modelling: A Conceptual Framework [Paper]. 2nd Decision Science Alliance International Summer Conference (DSA ISC 2024), Valencia, Spain. Published in Lecture notes in computer science.
- 2022
  - Niroumandrad, N., Lahrichi, N., & Lodi, A. (2022, July). A Learning Metaheuristic Algorithm for a Scheduling Application [Paper]. 14th International Conference on Metaheuristics (MIC 2022), Ortigia-Syracuse, Italy.
- 2019
  - Vieira, B., Demirtas, D., van de Kamer, J. B., Hans, E. W., Rousseau, L.-M., Lahrichi, N., & van Harten, W. H. (2019, May). A Mathematical Programming Model for Radiotherapy Scheduling with TimeWindows [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.
  - Lavoie, G., Bélanger, V., de Montigny, L., & Lahrichi, N. (2019, May). A Realistic Simulation Model of Montréal Emergency Medical Services [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.
  - Musaraganyi, L., Germain, S., Lahrichi, N., & Rousseau, L.-M. (2019, May). Integration of Users Preferences into the Home Healthcare Routing and Scheduling Multi-objective Problem: A Hierarchical Approach with Pareto-Optimal Alternative Solutions [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.
  - Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2019, May). Simultaneous Optimization of Appointment Grid and Technologist Scheduling in a Radiology Center [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.
- 2017
  - Lahrichi, N., Lanzarone, E., & Yalcinda, S. (2017, May). A new decomposition approach for the home health care problem [Paper]. 3rd International Conference on Health Care Systems Engineering (HCSE 2017), Florence, Italy.
- 2016
  - Mustapha, K., Gilli, Q., Frayret, J.-M., & Lahrichi, N. (2016, July). Agent-based modelling and simulation framework for health care [Paper]. 6th International Conference on Simulation and Modeling Methodologies,Technologies and Applications, (SIMULTECH 2016), Lisbon, Portugal.
- 2015
  - Legrain, A., Fortin, M.-A., Lahrichi, N., Rousseau, L.-M., & Wildmer, M. (2015, March). Stochastic optimization of the scheduling of a radiotherapy center [Paper]. Mini EURO Conference on Improving Healthcare: New Challenges, New Approaches, Coimbra, Portugal. Published in Journal of Physics: Conference Series, 616.
- 2014
  - Lahrichi, N., De Los Reyes, V., Pevreal, A., & Williams, K. (2014, July). Planification et gestion de l'horaire des infirmières au bloc opératoire [Paper]. 7e Conférence de gestion et ingénierie des systèmes hospitaliers (GISEH 2014), Liège, Belgique.
- 2013
  - Troy, P., Lahrichi, N., & Rosenberg, L. (2013, December). An alternative approach to modeling a pre-surgical screening clinic [Paper]. Winter Simulation Conference, Washington, D.C..
- 2012
  - Lahrichi, N., Troy, P., Vandal, V., & Rosenberg, L. (2012, August). Ingénierie du changement dans le bloc opératoire comme paradigme du changement du système de soins de santé [Paper]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada.
  - Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2012, August). Planification et optimisation en temps réel des rendez-vous patients en radiothérapie [Paper]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada.
- 2011
  - Bouarab, H., Champalle, S., Dagenais, M., & Lahrichi, N. Nurse scheduling : from theoretical modeling to practical resolution [Paper]. Society for Health Conference (SHC 2011), Orlando, Florida.
- 2009
  - Crainic, T. G., Crişan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, July). A concurrent evolutionary approach for rich combinatorial problems [Paper]. Genetic and Evolutionary Computation Conference (GECC 2009), Montréal, Québec.
  - Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, July). Integrative cooperative meta-heuristics for rich combinatorial problems [Paper]. VIII Metaheuristic International Conference (MIC 2009), Hambourg, Allemagne.
  - Crainic, T. G., Crişan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, May). Multi-thread cooperative optimization for rich combinatorial problems [Paper]. 23rd IEEE international Parallel & Distributed Processing Symposium (IPDPS 2009), Rome, Italy (8 pages).
Books (1)
- 2020
  - Bélanger, V., Lahrichi, N., Lanzarone, E., & Yalçındağ, S. (2020). Health Care Systems Engineering.
Book chapters (1)
- 2018
  - Lahrichi, N., Rousseau, L.-M., & Van Hoeve, W.-J. (2018). Residential Care. In Handbook of Healthcare Analytics (pp. 257-285).
Reports (16)
- 2025
  - Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., & Rousseau, L.-M. Strategic analysis of the diary transportation problem. (Technical Report n° CIRRELT-2012-80).
- 2022
  - Niroumandrad, N., Lahrichi, N., & Lodi, A. (2022). Learning tabu search algorithms : a scheduling application. (Technical Report).
- 2020
  - 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. (Technical Report n° CIRRELT-2020-10).
  - Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2020). On integrating patients appointment grids and technologist schedules in a radiology center. (Technical Report n° CIRRELT-2020-09).
  - 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. (Technical Report n° EasyChair Preprint no. 2578).
- 2019
  - Grenouilleau, F., Lahrichi, N., & Rousseau, L.-M. (2019). New decomposition methods for home care scheduling with predefined visits. (Technical Report n° CIRRELT-2019-10).
- 2018
  - Troy, P., Lahrichi, N., Porubska, D., & Rosenberg, L. (2018). Fine-grained simulation optimization for the design and operations of a multi-activity clinic. (Technical Report n° CIRRELT-2018-47).
- 2017
  - Grenouilleau, F., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2017). A set partitioning heuristic for the home health care routing and scheduling problem. (Technical Report n° CIRRELT -2017-70).
  - 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. (Technical Report n° CIRRELT-2017-09).
- 2016
  - Legrain, A., Lahrichi, N., Rousseau, L.-M., & Widmer, M. (2016). Combining Benders and Dantzig-Wolfe Decompositions for Online Stochastic Combinatorial Optimization. (Technical Report n° CIRRELT-2016-52).
- 2014
  - Gilli, Q., Mustapha, K., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2014). Agent-based simulation of colorectal cancer care trajectory: patient model. (Technical Report n° CIRRELT-2014-67).
  - 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. (Technical Report n° CIRRELT-2014-40).
- 2012
  - 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. (Technical Report n° CIRRELT-2012-42).
- 2008
  - Hertz, A., Lahrichi, N., & Widmer, M. (2008). A Flexible MILP Model for Multiple-Shift Workforce Planning Under Annualized Hours. (Technical Report n° G-2008-05).
- 2007
  - Hertz, A., & Lahrichi, N. (2007). A Patient Assignment Algorithm for Home Care Services. (Technical Report n° G-2006-80).
- 2005
  - Lahrichi, N., Lapierre, S. D., Hertz, A., Talib, A., & Bouvier, L. (2005). Analysis of a Territorial Approach to the Delivery of Nursing Home Care Services Based on Historical Data. (Technical Report n° G-2005-91).
Theses (1)
- 2008
  - Lahrichi, N. (2008). Organisation et planification de la main-d'oeuvre : applications en santé et en industrie [Ph.D. thesis, École Polytechnique de Montréal].
Datasets (1)
- 2025
  - 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 [Dataset].

Directory of Experts

Lahrichi, Nadia

Directory of Experts

Lahrichi, Nadia

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Publications by type

Nadia Lahrichi (88)