Varoquaux, Gael

Establishment of Best Practices for Evidence for Prediction: A Review

Poldrack, R. A., Huckins, G., & Varoquaux, G. (2020) · JAMA Psychiatry

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 738

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

Abraham, A., Milham, M. P., Di Martino, A., Craddock, R. C., Samaras, D., Thirion, B., & Varoquaux, G. (2017) · NeuroImage

Functional Brain Connectivity StudiesAutism Spectrum Disorder Research

Cited by 701

Evaluating Machine Learning Models and Their Diagnostic Value

Varoquaux, G., & Colliot, O. (2023) · Neuromethods

Machine Learning and Data ClassificationImbalanced Data Classification Techniques

Cited by 242

Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

Van Calster, B., Collins, G. S., Vickers, A. J., Wynants, L., Kerr, K. F., Barreñada, L., Varoquaux, G., Singh, K., Moons, K. G., Hernandez-Boussard, T., et al. (2025) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationStatistical Methods in Epidemiology

Cited by 112