Akshay Swaminathan

Testing and Evaluation of Health Care Applications of Large Language Models

2024 · 356 Zit. · JAMA

A Systematic Review of Testing and Evaluation of Healthcare Applications of Large Language Models (LLMs)

2024 · 41 Zit. · medRxiv

Red teaming ChatGPT in medicine to yield real-world insights on model behavior

2025 · 24 Zit. · npj Digital Medicine

Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery

2023 · 21 Zit. · arXiv (Cornell University)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

2025 · 9 Zit. · ArXiv.org

Red Teaming Large Language Models in Medicine: Real-World Insights on Model Behavior

2024 · 9 Zit. · medRxiv

Holistic evaluation of large language models for medical tasks with MedHELM

2026 · 6 Zit. · Nature Medicine

Critically reading machine learning literature in neurosurgery: a reader’s guide and checklist for appraising prediction models

2023 · 5 Zit. · Neurosurgical FOCUS

Verifying Facts in Patient Care Documents Generated by Large Language Models Using Electronic Health Records

2025 · 2 Zit. · NEJM AI

Evaluating anti-LGBTQIA+ medical bias in large language models

2025 · 1 Zit. · PLOS Digital Health

MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries

2025 · 1 Zit.

Adoption and Use of LLMs at an Academic Medical Center

2026 · 0 Zit. · Open MIND

Adoption and Use of LLMs at an Academic Medical Center

2026 · 0 Zit. · ArXiv.org

AI in Surgery

2023 · 0 Zit. · AI in Clinical Medicine