Publications
You can also find my articles on my Google Scholar profile.
Hurwitz, R. and Hahn, G. “Penalized principal component analysis using smoothing.” Statistics and Computing. (April 2025). https://doi.org/10.1007/s11222-025-10610-0
Bovenzi, I.*, Carmel, A.*, Hu, M.*, Hurwitz, R.*, McBride, F.*, Benac, L., Ayala, J., Doshi-Velez, F. “Pruning the Path to Optimal Care: Identifying Systematically Suboptimal Medical Decision-Making with Inverse Reinforcement Learning.” AMIA Annual Symposium Proceedings. (May 2025). https://pmc.ncbi.nlm.nih.gov/articles/PMC12099440/
Hurwitz, R. and Lake, E. “Linear Models in Machine Learning and AI for Health Research: A Systematic Review.” Manuscript Submitted, Under Review.
Swaminathan, A., Wang, K., Lopez, I., Ramazan, F., Hurwitz, R., Phadke, S., Ye, G., Pham, I., Cai, F., Verma, D., Shah, N. “Deployment and evaluation of an AI Copilot for mental health crisis counseling.” Manuscript Submitted, Under Review.
Swaminathan, A., Lopez, I., Phadke, S., Azzam, S., Verma, D., Hurwitz, R., Pham, I., John, A., Garcia, S., Shah, N. “Evaluating crisis counseling LLMs for low resource settings.” Manuscript in Preparation.