Benjamin Collins
Vanderbilt University Medical Center(US)
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, Ethics in Clinical Research, Explainable Artificial Intelligence (XAI), Plant and animal studies, Insect and Arachnid Ecology and Behavior
Most-Cited Works
- → 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)29 cited
- → Large language models are less effective at clinical prediction tasks than locally trained machine learning models(2025)25 cited
- → Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process(2024)16 cited
- → Identification of Eastern United States Reticulitermes Termite Species via PCR-RFLP, Assessed Using Training and Test Data(2015)16 cited
- → 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)12 cited
- → Invasive Neurotechnology: A Study of the Concept of Invasiveness in Neuroethics(2023)11 cited
- → Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks(2024)5 cited
- → Identifying Concepts of Physical Activity Which Are Clinically Meaningful to Patients and Care Providers: A Systematic Review of Qualitative Research(2025)5 cited
- → Nonspecific Interstitial Pneumonia in a Patient with HIV(2018)3 cited
- → Adapting Clinical Ethics Consultations to Address Ethical Issues of Artificial Intelligence(2025)2 cited