Katherine Brown

Large language models are less effective at clinical prediction tasks than locally trained machine learning models

2025 · 32 Zit. · Journal of the American Medical Informatics Association

Using Explainable AI to Measure Feature Contribution to Uncertainty

2022 · 8 Zit. · Proceedings of the ... International Florida Artificial Intelligence Research Society Conference

Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks

2024 · 5 Zit. · medRxiv

Gaps in artificial intelligence research for rural health in the United States: a scoping review

2025 · 4 Zit. · Journal of the American Medical Informatics Association

Gaps in Artificial Intelligence Research for Rural Health in the United States: A Scoping Review

2025 · 2 Zit. · medRxiv

Factors influencing the effectiveness of artificial intelligence-assisted decision-making in medicine: a scoping review

2026 · 0 Zit. · Journal of the American Medical Informatics Association

Auditor Models to Suppress Poor AI Predictions Can Improve Human-AI Collaborative Performance

2025 · 0 Zit. · medRxiv

Factors Influencing the Effectiveness of AI-Assisted Decision-Making in Medicine: A Scoping Review

2025 · 0 Zit. · medRxiv