Publications by authors named "Benjamin Collins"

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Biomedical data repositories require governance for artificial intelligence/machine learning applications at every step.
Ellen Wright Clayton, Susannah Rose, Camille Nebecker, Laurie Novak, Yael Bensoussan, Benjamin X Collins

JAMIA Open· December 2025

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Soil property controls on plasticiser, antioxidant and UV absorber additive degradation across a global soil gradient.
Michaela K Reay, Martine Graf, Maddy Murphy, Charlie Monkley, Perrine J Florent, Benjamin I Collins

Environ Sci Pollut Res Int· December 2025

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Addition of inorganic nitrogen significantly increases the real and apparent priming effects of polyethylene and PHBV microplastics in soil.
Robert W Brown, Perrine J Florent, Martine Graf, Sion Kennaway, Benjamin I Collins

J Hazard Mater· November 2025

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Ethical sourcing in the context of health data supply chain management: a value sensitive design approach.
Camille Nebeker, Jean Christophe Bélisle-Pipon, Benjamin X Collins, Ashley Cordes, Kadija Ferryman

JAMIA Open· October 2025

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Factors Influencing the Effectiveness of AI-Assisted Decision-Making in Medicine: A Scoping Review.
Nicholas J Jackson, Katherine E Brown, Rachael Miller, Matthew Murrow, Michael R Cauley, Benjamin Collins

medRxiv· September 2025

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Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health.
Martin C Were, Ang Li, Bradley A Malin, Zhijun Yin, Joseph R Coco, Benjamin X Collins

J Med Internet Res· July 2025

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Auditor Models to Suppress Poor AI Predictions Can Improve Human-AI Collaborative Performance.
Katherine E Brown, Jesse O Wrenn, Nicholas J Jackson, Michael R Cauley, Benjamin Collins

medRxiv· June 2025

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Large language models are less effective at clinical prediction tasks than locally trained machine learning models.
Katherine E Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X Collins

J Am Med Inform Assoc· May 2025

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Adapting Clinical Ethics Consultations to Address Ethical Issues of Artificial Intelligence.
Benjamin X Collins, Shreya Bhatia, Joseph B Fanning

J Clin Ethics· May 2025

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Identifying Concepts of Physical Activity Which Are Clinically Meaningful to Patients and Care Providers: A Systematic Review of Qualitative Research.
Candice Taguibao, Salma Ajraoui, Jake Centra, Kieran F Reid, Christina Daskalopoulou, Benjamin X Collins

Clin Transl Sci· April 2025

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Separation and Identification of Conventional Microplastics from Farmland Soils.
Siyang Ren, Martine Graf, Kai Wang, Jinrui Zhang, Hanyue Zhang, Benjamin I Collins

J Vis Exp· March 2025

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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.
Byron Crowe, Shreya Shah, Derek Teng, Stephen P Ma, Matthew DeCamp, Benjamin X Collins

J Gen Intern Med· February 2025

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High H Solubility of Perfluorocarbon Solvents and Their Use in Reversible Polarization Transfer from -Hydrogen.
Callum A Gater, Orry J Mayne, Benjamin G Collins, Kieren J Evans, Eleanor M E Storr

J Phys Chem Lett· January 2025

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Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process.
Benjamin X Collins, Jean-Christophe Bélisle-Pipon, Barbara J Evans, Kadija Ferryman, Xiaoqian Jiang

JAMIA Open· December 2024

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Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks.
Katherine E Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X Collins

medRxiv· December 2024

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Reading between the lines: exploring the unwritten rules of letters of recommendation in the Canadian resident selection process.
Christen Rachul, Benjamin Collins, Nancy Porhownik, William Fleisher

Can Med Educ J· November 2024

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Overcoming Barriers to Health Equity in Precision Medicine Research.
Benjamin Xavier Collins, Consuelo H Wilkins

Am J Bioeth· March 2024

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Metal-Mediated Catalytic Polarization Transfer from Hydrogen to 3,5-Dihalogenated Pyridines.
Ben J Tickner, Marcus Dennington, Benjamin G Collins, Callum A Gater, Theo F N Tanner

ACS Catal· January 2024

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Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach.
Rachele Hendricks-Sturrup, Malaika Simmons, Shilo Anders, Kammarauche Aneni, Ellen Wright Clayton, Benjamin Collins

JMIR AI· December 2023

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Digital Simulacra: Circumventing Diversity and Inclusion.
Benjamin Collins, Nora Jones

Am J Bioeth· September 2023

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From Veld to Coast: Towards an Understanding of the Diverse Landscapes' Uses by Past Foragers in Southern Africa.
Aurore Val, Benjamin Collins

J Paleolit Archaeol· November 2022

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Clinical photography processes (ClinPhoto) study for photo diversity.
Benjamin Collins, Pamela Pierce, Linda Felver

J Vis Commun Med· July 2022

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Rivalries for attention: insights from a realist evaluation of a postgraduate competency-based medical education implementation in Canada.
Christen Rachul, Benjamin Collins, Ming-Ka Chan, Ganesh Srinivasan, Joanne Hamilton

BMC Med Educ· July 2022

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Ostrich eggshell beads from Ga-Mohana Hill North Rockshelter, southern Kalahari, and the implications for understanding social networks during Marine Isotope Stage 2.
Amy Hatton, Benjamin Collins, Benjamin J Schoville, Jayne Wilkins

PLoS One· June 2022

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Beads reveal long-distance connections in early Africa.
Benjamin R Collins, Amy Hatton

Nature· January 2022

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