T-cell exhaustion, co-stimulation and clinical outcome in autoimmunity and infection. - Eoin F. McKinney; James C. Lee; David R. W. Jayne; Paul A. Lyons; Kenneth G. C. Smith (Nat., 2015)

Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time. - Jeroen Berrevoets; Alicia Curth; Ioana Bica; Eoin F. McKinney; Mihaela van der Schaar (CoRR, 2021)

How artificial intelligence and machine learning can help healthcare systems respond to COVID-19. - Mihaela van der Schaar; Ahmed M. Alaa; R. Andres Floto; Alexander Gimson; Stefan Scholtes; Angela M. Wood; Eoin F. McKinney; Daniel Jarrett; Pietro Lió; Ari Ercole (Mach. Learn., 2021)

AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning. - Fergus Imrie; Bogdan Cebere; Eoin F. McKinney; Mihaela van der Schaar (CoRR, 2022)

Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation. - Mihaela van der Schaar; Richard W. Peck; Eoin F. McKinney; James Weatherall; Stuart Bailey; Justine Rochon; Chris Anagnostopoulos; Pierre Marquet; Anthony Wood; Nicky Best; Harry Amad; Julianna Piskorz; et al. (CoRR, 2025)