Research

Publications

• Dynamic Care Unit Placements under Unknown Demand with Learning

  with M. Zhalechian and M. P. Van Oyen

  • Manufacturing & Service Operations Management, 2025

• Validation of a Visual Field Prediction Tool for Glaucoma: A Multicenter Study Involving Patients with Glaucoma in the United Kingdom

  with D.J. Fu, M. Zhalechian, M. P. Van Oyen, M. Lavieri, A. Khawaja, and J. Stein

  • American Journal of Ophthalmology, 2025

• Quantile Regression Forests for Individualized Surgery Scheduling

  with A. Meisami, H. Lam, M. P. Van Oyen, C. Stromblad, and N. Kastango

  • Health Care Management Science, 2022

Papers under Review

• Non-Adaptive Query Optimization for Multi-LLM Classification: Hardness and Approximation

  with Z. Zhang, S. Jasin, and Y. Liu

  • under review

• Learning Bundle Pricing of Reusable Resources

  with M. Zhalechian and C. Shi

  • Finalist, 2024 Service Science Best Student Paper Competition
  • under review

• From Implementation to Impact: Human-Algorithm Collaboration in Hospital Bed Placement

  with M. Zhalechian, I. Attari, M. P. Van Oyen, M. Garifullin, and J. Pardo

  • under review

• Predicting Next-day Patient Discharge Using Machine Learning to Inform Hospital Capacity Management

  with S.S. Ghasbeh, C. Qi, B. Liu, M. P. Van Oyen

  • Finalist, Kelley School of Business Life Sciences and Healthcare Research Conference Paper Competition 2024
  • major revision at Service Science

• Algorithm, Human, or the Centaur: How to Enhance Clinical Care?

  with A. Orfanoudaki, S. Saghafian, K. Song, H. Chakkera, and C. Cook

  • Accepted at Manufacturing and Service Operations Management SIG 2025
  • major revision at Manufacturing & Service Operations Management

Working Papers

• Real-World Validation of Two Previously Developed Kalman Filter Models for Visual Field Trajectory Forecasting in Glaucoma

  with D.J. Fu, V. Low, M. P. Van Oyen, J. Stein, A. Khawaja, M. Lavieri

  • preparing for submission

• Hospital Admission and Patient Transfer Control: An Offline Doubly-Robust Learning Approach

  with S.S. Ghasbeh, E. Keyvanshokooh, M. P. Van Oyen

  • Finalist, INFORMS Health Applications Society Student Paper Competition 2026
  • preparing for submission

• Learning to Plan Adaptive Human-AI Interactions

  with A. Orfanoudaki, M. Zhalechian

  • preparing for submission

• Care at Home: Incentives, Congestion, and Patient Welfare

  with Y. Li, L. Dong, and F. Zhang

  • preparing for submission