Jeremy D. Collins

Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support

2025 · 43 Zit. · Communications Medicine

Using a Large Language Model for Postdeployment Monitoring of FDA-Approved Artificial Intelligence: Pulmonary Embolism Detection Use Case

2025 · 5 Zit. · Journal of the American College of Radiology

Evaluating prompt and data perturbation sensitivity in large language models for radiology reports classification

2025 · 3 Zit. · JAMIA Open

Large Language Models in Radiology Reporting—A Systematic Review of Performance, Limitations, and Clinical Implications

2025 · 3 Zit. · medRxiv

Alignment of large language models in solving medical ethical dilemmas

2026 · 0 Zit. · Digital Health

Letter to the Editor: Improving generative-AI performance in radiology through test-time compute

2025 · 0 Zit. · European Radiology