Benjamin Collins

Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach

2023 · 33 Zit. · JMIR AI

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

2025 · 31 Zit. · Journal of the American Medical Informatics Association

Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process

2024 · 16 Zit. · JAMIA Open

Recommendations for Clinicians, Technologists, and Healthcare Organizations on the Use of Generative Artificial Intelligence in Medicine: A Position Statement from the Society of General Internal Medicine

2024 · 13 Zit. · Journal of General Internal Medicine

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

2024 · 5 Zit. · medRxiv

Adapting Clinical Ethics Consultations to Address Ethical Issues of Artificial Intelligence

2025 · 2 Zit. · The Journal of Clinical Ethics

Ethical sourcing in the context of health data supply chain management: a value sensitive design approach

2025 · 2 Zit. · JAMIA Open

Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health

2025 · 1 Zit. · Journal of Medical Internet Research

Role and Use of Race in AI/ML Models Related to Health (Preprint)

2025 · 0 Zit.

Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach (Preprint)

2023 · 0 Zit.

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

2025 · 0 Zit. · medRxiv

Role and Use of Race in AI/ML Models Related to Health

2025 · 0 Zit. · ArXiv.org

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

2025 · 0 Zit. · medRxiv