Area(s) of Expertise
- Data Modelling
- Group and Team Dynamics
- Health Care Management
- Operations Management
- Organizational Learning
- Supply Chain Management
About Adam Diamant
Applies optimization, decomposition methods, machine learning, approximate dynamic programming, and econometric techniques to model complex, large-scale systems in health care, supply chain management, inventory, and logistics.
Babier, A., Mahmood, R., McNiven, A., Diamant, A., Chan, T.C.Y. (2019). Knowledge-based automated planning with three-dimensional generative adversarial networks. Medical Physics (Forthcoming).
Diamant, A., Baron, O. (2019). Double-Sided Matching Queues: Priority and Impatient Customers. Operations Research Letters, 47(3), 219-224.
Johnston, D., Diamant, A., Quereshy, F. (2019). Why Do Surgeons Schedule Their Own Surgeries? Journal of Operations Management, 65(3), 262-281.
Cire, A.A., Diamant, A., Yunes, T., Carrasco A. (2019). A Network-Based Formulation for Scheduling Clinical Rotations. Production and Operations Management, 28(5), 1186-1205.
Mahmood, R., Babier, A., McNiven, A., Diamant, A., Chan, T.C.Y. (2018). Automated radiation therapy treatment planning using three-dimensional generative adversarial networks. Proceedings of the Machine Learning for Health (ML4H) Workshop at the Neural Information Processing Systems (NeurIPS) Conference.
Mahmood, R., Babier, A., McNiven, A., Diamant, A., Chan, T.C.Y. (2018). Automated treatment planning in radiation therapy using generative adversarial networks. Proceedings of Machine Learning Research, 85, 1-14.
Diamant, A., Milner, J., Quereshy, F. (2018). Dynamic Patient Scheduling for Multi‐Appointment Health Care Programs. Production and Operations Management, 27(1), 58-79.
Diamant, A., Milner, J., Quereshy, F., Xu, B. (2018). Inventory management of reusable surgical supplies. Health care management science, 21(3), 439-459.
Diamant, A., Cleghorn, M., Milner, J., Sockalingam, S., Okrainec, A., Jackson, T. D., Quereshy, F. A. (2015). Patient and operational factors affecting wait times in a bariatric surgery program in Toronto: a retrospective cohort study. Canadian Medical Association Journal, 3(3), E331-E337.
Afèche, P., Diamant, A., Milner, J. (2014). Double-Sided Batch Queues with Abandonment: Modeling Crossing Networks. Operations Research, 62(5), 1179-1201.
Diamant, A., Milner, J., Cleghorn, M., Sockalingam, S., Okrainec, A., Jackson, T. D., Quereshy, F. A. (2014). Analysis of Patient Attrition in a Publicly Funded Bariatric Surgery Program. Journal of the American College of Surgeons, 219(5), 1047-1055.
Courses TaughtCoordinating Demand and Supply (OMIS 6230)
Models and Applications in Operational Research (OMIS 6000)
Models and Applications in Operational Research (OMIS 4000)
Operations Management (OMIS 2010)