Data-Driven Modeling of BOLD Drug Response Curves Using Gaussian Process Learning. - Orla M. Doyle; Mitul A. Mehta; Michael J. Brammer; Adam J. Schwarz; Sara De Simoni; Andre F. Marquand (MLINI, 2011)

Multivariate decoding of brain images using ordinal regression. - Orla M. Doyle; John Ashburner; Fernando O. Zelaya; Stephen C. R. Williams; Mitul A. Mehta; Andre F. Marquand (NeuroImage, 2013)

Bridging Paradigms: Hybrid Mechanistic-Discriminative Predictive Models. - Orla M. Doyle; Krasimira Tsaneva-Atanasova; James Michael Harte; Paul A. Tiffin; Peter Tiño; Vanessa Díaz-Zuccarini (IEEE Trans. Biomed. Eng., 2013)

Full Bayesian multi-task learning for multi-output brain decoding and accommodating missing data. - Andre F. Marquand; Steven C. R. Williams; Orla M. Doyle; Maria João Duarte Rosa (PRNI, 2014)

Bayesian multi-task learning for decoding multi-subject neuroimaging data. - Andre F. Marquand; Michael J. Brammer; Steven C. R. Williams; Orla M. Doyle (NeuroImage, 2014)

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. - Andriy Temko; Orla M. Doyle; Deirdre Murray; Gordon Lightbody; Geraldine B. Boylan; William P. Marnane (Comput. Biol. Medicine, 2015)

Parsing the Roles of the Frontal Lobes and Basal Ganglia in Task Control Using Multivoxel Pattern Analysis. - Angie A. Kehagia; Rong Ye; Dan W. Joyce; Orla M. Doyle; James B. Rowe; Trevor W. Robbins (J. Cogn. Neurosci., 2017)

Using SNOMED to automate clinical concept mapping. - Shaun Gupta; Frederik Dieleman; Patrick Long; Orla M. Doyle; Nadejda Leavitt (CHIL, 2020)

Supervised Clustering for Subgroup Discovery: An Application to COVID-19 Symptomatology. - Aidan Cooper; Orla M. Doyle; Alison Bourke (PKDD/ECML Workshops (2), 2021)

Machine learning using longitudinal prescription and medical claims for the detection of nonalcoholic steatohepatitis (NASH). - Ozge Yasar; Patrick Long; Brett Harder; Hanna Marshall; Sanjay Bhasin; Suyin Lee; Mark Delegge; Stephanie Roy; Orla M. Doyle; Nadejda Leavitt; John Rigg (CoRR, 2022)