Finlayson, Samuel G.

Adversarial attacks on medical machine learning

Finlayson, S. G., Bowers, J. D., Ito, J., Zittrain, J. L., Beam, A. L., & Kohane, I. S. (2019) · Science

Adversarial Robustness in Machine LearningArtificial Intelligence in Healthcare and Education

Cited by 1,088

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

The Clinician and Dataset Shift in Artificial Intelligence

Finlayson, S. G., Subbaswamy, A., Singh, K., Bowers, J., Kupke, A., Zittrain, J., Kohane, I. S., & Saria, S. (2021) · New England Journal of Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 855

The diagnostic and triage accuracy of the GPT-3 artificial intelligence model: an observational study

Levine, D. M., Tuwani, R., Kompa, B., Varma, A., Finlayson, S. G., Mehrotra, A., & Beam, A. (2024) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 199

The Diagnostic and Triage Accuracy of the GPT-3 Artificial Intelligence Model

Levine, D. M., Tuwani, R., Kompa, B., Varma, A., Finlayson, S. G., Mehrotra, A., & Beam, A. (2023) · medRxiv

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 106

Simulation of undiagnosed patients with novel genetic conditions

Alsentzer, E., Finlayson, S. G., Li, M. M., Undiagnosed Diseases Network, Kobren, S. N., & Kohane, I. S. (2023) · Nature Communications

Genomics and Rare DiseasesBiomedical Text Mining and Ontologies

Cited by 10