Orla M. Doyle

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 4

Top Topics

Concept Mapping

Gaussian Processes

Ordinal Regression

Top Venues

Comput. Biol. Medicine

Publications

Ozge Yasar, Patrick Long, Brett Harder, Hanna Marshall, Sanjay Bhasin, Suyin Lee, Mark Delegge, Stephanie Roy, Orla M. Doyle, Nadejda Leavitt, John Rigg
Machine learning using longitudinal prescription and medical claims for the detection of nonalcoholic steatohepatitis (NASH). CoRR (2022)
Shaun Gupta, Frederik Dieleman, Patrick Long, Orla M. Doyle, Nadejda Leavitt
Using SNOMED to automate clinical concept mapping. CHIL (2020)
Angie A. Kehagia, Rong Ye, Dan W. Joyce, Orla M. Doyle, James B. Rowe, Trevor W. Robbins
Parsing the Roles of the Frontal Lobes and Basal Ganglia in Task Control Using Multivoxel Pattern Analysis. J. Cogn. Neurosci. 29 (8) (2017)
Andriy Temko, Orla M. Doyle, Deirdre Murray, Gordon Lightbody, Geraldine B. Boylan, William P. Marnane
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy. Comput. Biol. Medicine 63 (2015)
Andre F. Marquand, Michael J. Brammer, Steven C. R. Williams, Orla M. Doyle
Bayesian multi-task learning for decoding multi-subject neuroimaging data. NeuroImage 92 (2014)
Andre F. Marquand, Steven C. R. Williams, Orla M. Doyle, Maria J. Rosa
Full Bayesian multi-task learning for multi-output brain decoding and accommodating missing data. PRNI (2014)
Orla M. Doyle, John Ashburner, Fernando O. Zelaya, Stephen C. R. Williams, Mitul A. Mehta, Andre F. Marquand
Multivariate decoding of brain images using ordinal regression. NeuroImage 81 (2013)
Orla M. Doyle, Krasimira Tsaneva-Atanasova, James Michael Harte, Paul A. Tiffin, Peter Tiño, Vanessa Díaz-Zuccarini
Bridging Paradigms: Hybrid Mechanistic-Discriminative Predictive Models. IEEE Trans. Biomed. Eng. 60 (3) (2013)
Orla M. Doyle, Mitul A. Mehta, Michael J. Brammer, Adam J. Schwarz, Sara De Simoni, Andre F. Marquand
Data-Driven Modeling of BOLD Drug Response Curves Using Gaussian Process Learning. MLINI (2011)