Fardin Ganjkhanloo

Fardin Ganjkhanloo

Health Care Policy Modeler | Johns Hopkins University

Publications

Peer-Reviewed Publications

Optimal Hospital Capacity Management During Demand Surges

Parker, F., Ganjkhanloo, F., Martínez, D. A., Ghobadi, K. (accepted). Health Care Management Science

The Johns Hopkins University Center for Systems Science and Engineering COVID-19 Dashboard: Data Collection Process, Challenges Faced, and Lessons Learned

Dong, E., Ratcliff, J., Goyea, T. D., et al. (2022). The Lancet Infectious Diseases

Contributed to methodology, software development, and data curation.

Under Review

An Interpretable Data-Driven Approach to Optimizing Clinical Fall Risk Assessment

Ganjkhanloo, F., et al. PLOS Digital Health (under review)

Joint Score-Threshold Optimization for Interpretable Risk Assessment

Ganjkhanloo, F., et al. IEEE Journal of Biomedical and Health Informatics (under review)

From Non-Identifiability to Goal-Integrated Decision-Making in Parametric Inverse Optimization

Ahmadi, F., Ganjkhanloo, F., Ghobadi, K. Operations Research (under review)

Solution Prediction Dominates Parameter Prediction Under Generic Non-Identifiability: Connecting Inverse Optimization and Predict-then-Optimize

Ahmadi, F., Ganjkhanloo, F. European Journal of Operational Research (under review)

Working Papers

Statistical Inverse Linear Programming: One Framework for Stability, Vertex Recovery, and Tractability

Ganjkhanloo, F., et al.

How Do Hospitals Respond to Bundled Payments? A Structural Multiobjective Microsimulation Approach

Ganjkhanloo, F., et al.