Donald U. Apakama

Evaluating and addressing demographic disparities in medical large language models: a systematic review

2025 · 50 Zit. · International Journal for Equity in Health

A strategy for cost-effective large language model use at health system-scale

2024 · 30 Zit. · npj Digital Medicine

Evaluating prompt engineering on GPT-3.5’s performance in USMLE-style medical calculations and clinical scenarios generated by GPT-4

2024 · 27 Zit. · Scientific Reports

Evaluating and Addressing Demographic Disparities in Medical Large Language Models: A Systematic Review

2024 · 8 Zit. · medRxiv

Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models

2024 · 7 Zit. · arXiv (Cornell University)

Understanding and Addressing Bias in Artificial Intelligence Systems: A Primer for the Emergency Medicine Physician

2025 · 1 Zit. · Journal of the American College of Emergency Physicians Open

Sociodemographic Bias in Large Language Model Clinical Trial Screening

2025 · 0 Zit. · medRxiv