Ramez Kouzy

According to our database, Ramez Kouzy authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

This Treatment Works, Right? Evaluating LLM Sensitivity to Patient Question Framing in Medical QA.

Hye Sun Yun, Geetika Kapoor, Michael Mackert, Ramez Kouzy, Wei Xu, Junyi Jessy Li, Byron C. Wallace

CoRR, April, 2026

TimeTox: An LLM-Based Pipeline for Automated Extraction of Time Toxicity from Clinical Trial Protocols.

Saketh Vinjamuri, Marielle Fis Loperena, Marie C. Spezia, Ramez Kouzy

CoRR, March, 2026

Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical Evidence.

Kaijie Mo, Siddhartha Venkatayogi, Chantal Shaib, Ramez Kouzy, Wei Xu, Byron C. Wallace, Junyi Jessy Li

CoRR, January, 2026

2025

Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine.

Sebastian Joseph, Lily Chen, Barry Wei, Michael Mackert, Iain James Marshall, Paul Pu Liang, Ramez Kouzy, Byron C. Wallace, Junyi Jessy Li

CoRR, June, 2025

Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature?

Hye Sun Yun, Karen Y. C. Zhang, Ramez Kouzy, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace

Proceedings of the Conference on Health, 2025

2024

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions.

Ramez Kouzy, Roxanna Attar-Olyaee, Michael K. Rooney, Comron J. Hassanzadeh, Junyi Jessy Li, Osama Mohamad

CoRR, 2024