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Orla M. Doyle
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CNVs conferring risk of autism or schizophrenia affect cognition in controls
H Stefansson, A Meyer-Lindenberg, S Steinberg, B Magnusdottir, ...
Nature 505 (7483), 361-366, 2014
7082014
A spatiotemporal profile of in vivo cerebral blood flow changes following intranasal oxytocin in humans
Y Paloyelis, OM Doyle, FO Zelaya, S Maltezos, SC Williams, A Fotopoulou, ...
Biological psychiatry 79 (8), 693-705, 2016
1782016
Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia
WHL Pinaya, A Gadelha, OM Doyle, C Noto, A Zugman, Q Cordeiro, ...
Scientific reports 6 (1), 38897, 2016
1772016
Quantifying the attenuation of the ketamine pharmacological magnetic resonance imaging response in humans: a validation using antipsychotic and glutamatergic agents
OM Doyle, S De Simoni, AJ Schwarz, C Brittain, OG O’daly, SCR Williams, ...
Journal of Pharmacology and Experimental Therapeutics 345 (1), 151-160, 2013
1172013
15q11. 2 CNV affects cognitive, structural and functional correlates of dyslexia and dyscalculia
MO Ulfarsson, GB Walters, O Gustafsson, S Steinberg, A Silva, OM Doyle, ...
Translational psychiatry 7 (4), e1109-e1109, 2017
772017
Ketamine induces a robust whole-brain connectivity pattern that can be differentially modulated by drugs of different mechanism and clinical profile
R Joules, OM Doyle, AJ Schwarz, OG O’daly, M Brammer, SC Williams, ...
Psychopharmacology 232, 4205-4218, 2015
772015
Predicting progression of Alzheimer’s disease using ordinal regression
OM Doyle, E Westman, AF Marquand, P Mecocci, B Vellas, M Tsolaki, ...
PloS one 9 (8), e105542, 2014
732014
Bayesian multi-task learning for decoding multi-subject neuroimaging data
AF Marquand, M Brammer, SCR Williams, OM Doyle
NeuroImage 92, 298-311, 2014
652014
Heart rate based automatic seizure detection in the newborn
OM Doyle, A Temko, W Marnane, G Lightbody, GB Boylan
Medical engineering & physics 32 (8), 829-839, 2010
562010
Heart rate variability during sleep in healthy term newborns in the early postnatal period
OM Doyle, I Korotchikova, G Lightbody, W Marnane, D Kerins, GB Boylan
Physiological measurement 30 (8), 847, 2009
552009
The role of machine learning in neuroimaging for drug discovery and development
OM Doyle, MA Mehta, MJ Brammer
Psychopharmacology 232, 4179-4189, 2015
462015
Utilising artificial intelligence to determine patients at risk of a rare disease: idiopathic pulmonary arterial hypertension
DG Kiely, O Doyle, E Drage, H Jenner, V Salvatelli, FA Daniels, J Rigg, ...
Pulmonary circulation 9 (4), 2045894019890549, 2019
412019
Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy
A Temko, O Doyle, D Murray, G Lightbody, G Boylan, W Marnane
Computers in biology and medicine 63, 169-177, 2015
382015
Finding undiagnosed patients with hepatitis C infection: an application of artificial intelligence to patient claims data
OM Doyle, N Leavitt, JA Rigg
Scientific reports 10 (1), 10521, 2020
372020
Multivariate decoding of brain images using ordinal regression
OM Doyle, J Ashburner, FO Zelaya, SCR Williams, MA Mehta, ...
Neuroimage 81, 347-357, 2013
372013
A subset of cerebrospinal fluid proteins from a multi-analyte panel associated with brain atrophy, disease classification and prediction in Alzheimer’s disease
W Khan, C Aguilar, SJ Kiddle, O Doyle, M Thambisetty, S Muehlboeck, ...
PloS one 10 (8), e0134368, 2015
312015
Modulatory effects of ketamine, risperidone and lamotrigine on resting brain perfusion in healthy human subjects
S Shcherbinin, O Doyle, FO Zelaya, S De Simoni, MA Mehta, AJ Schwarz
Psychopharmacology 232, 4191-4204, 2015
282015
Identification of potentially undiagnosed patients with nontuberculous mycobacterial lung disease using machine learning applied to primary care data in the UK
OM Doyle, R van Der Laan, M Obradovic, P McMahon, F Daniels, ...
European Respiratory Journal 56 (4), 2020
202020
Personalized medication response prediction for attention-deficit hyperactivity disorder: learning in the model space vs. learning in the data space
HK Wong, PA Tiffin, MJ Chappell, TE Nichols, PR Welsh, OM Doyle, ...
Frontiers in Physiology 8, 199, 2017
202017
The cortical thickness phenotype of individuals with DISC1 translocation resembles schizophrenia
OM Doyle, C Bois, P Thomson, L Romaniuk, B Whitcher, SCR Williams, ...
The Journal of clinical investigation 125 (9), 3714-3722, 2015
202015
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