Quantifying performance of machine learning methods for neuroimaging data. - Lee Jollans; Rory T. Boyle; Eric Artiges; Tobias Banaschewski; Sylvane Desrivières; Antoine Grigis; Jean-Luc Martinot; Tomás Paus; Michael N. Smolka; Henrik Walter; Gunter Schumann; Hugh Garavan; et al. (NeuroImage, 2019)

A comparison of resting state EEG and structural MRI for classifying Alzheimer's disease and mild cognitive impairment. - Francesca R. Farina; Derya Durusu Emek-Savas; Laura M. Rueda-Delgado; Rory T. Boyle; Hanni Kiiski; Görsev Yener; Robert Whelan (NeuroImage, 2020)

Rethinking the residual approach: leveraging statistical learning to operationalize cognitive resilience in Alzheimer's disease. - Colin Birkenbihl; Madison Cuppels; Rory T. Boyle; Hannah M. Klinger; Oliver Langford; Gillian T. Coughlan; Michael J. Properzi; Jasmeer P. Chhatwal; Julie C. Price; Aaron P. Schultz; Dorene M. Rentz; Rebecca E. Amariglio; et al. (Brain Informatics, 2025)