McCoy, Liam G.

The TRIPOD-LLM reporting guideline for studies using large language models

Gallifant, J., Afshar, M., Ameen, S., Aphinyanaphongs, Y., Chen, S., Cacciamani, G., Demner-Fushman, D., Dligach, D., Daneshjou, R., Fernandes, C., et al. (2025) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

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What do medical students actually need to know about artificial intelligence?

McCoy, L. G., Nagaraj, S., Morgado, F., Harish, V., Das, S., & Celi, L. A. (2020) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationInnovations in Medical Education

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Believing in black boxes: machine learning for healthcare does not need explainability to be evidence-based

McCoy, L. G., Brenna, C. T. A., Chen, S. S., Vold, K., & Das, S. (2022) · Journal of Clinical Epidemiology

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 118

A toolbox for surfacing health equity harms and biases in large language models

Pfohl, S. R., Cole-Lewis, H., Sayres, R., Neal, D., Asiedu, M., Dieng, A., Tomasev, N., Rashid, Q. M., Azizi, S., Rostamzadeh, N., et al. (2024) · Nature Medicine

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

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Equity in essence: a call for operationalising fairness in machine learning for healthcare

Wawira Gichoya, J., McCoy, L. G., Celi, L. A., & Ghassemi, M. (2021) · BMJ Health & Care Informatics

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

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Characterizing early Canadian federal, provincial, territorial and municipal nonpharmaceutical interventions in response to COVID-19: a descriptive analysis

McCoy, L. G., Smith, J., Anchuri, K., Berry, I., Pineda, J., Harish, V., Lam, A. T., Yi, S. E., Hu, S., Rosella, L., et al. (2020) · CMAJ Open

COVID-19 epidemiological studiesCOVID-19 Prevention and Impact

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An ethical analysis of clinical triage protocols and decision-making frameworks: what do the principles of justice, freedom, and a disability rights approach demand of us?

Zhu, J., Brenna, C. T. A., McCoy, L. G., Atkins, C. G. K., & Das, S. (2022) · BMC Medical Ethics

Ethics and bioethics in healthcareDisaster Response and Management

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