Doyle OM - Search Results

1

Bridging paradigms: hybrid mechanistic-discriminative predictive models.

Doyle OM, Tsaneva-Atansaova K, Harte J, Tiffin PA, Tino P, Díaz-Zuccarini V. Doyle OM, et al. IEEE Trans Biomed Eng. 2013 Mar;60(3):735-42. doi: 10.1109/TBME.2013.2244598. Epub 2013 Feb 4. IEEE Trans Biomed Eng. 2013. PMID: 23392334 Review.

2

Personalized Medication Response Prediction for Attention-Deficit Hyperactivity Disorder: Learning in the Model Space vs. Learning in the Data Space.

Wong HK, Tiffin PA, Chappell MJ, Nichols TE, Welsh PR, Doyle OM, Lopez-Kolkovska BC, Inglis SK, Coghill D, Shen Y, Tiño P. Wong HK, et al. Among authors: doyle om. Front Physiol. 2017 Apr 11;8:199. doi: 10.3389/fphys.2017.00199. eCollection 2017. Front Physiol. 2017. PMID: 28443027 Free PMC article.

3

The role of machine learning in neuroimaging for drug discovery and development.

Doyle OM, Mehta MA, Brammer MJ. Doyle OM, et al. Psychopharmacology (Berl). 2015 Nov;232(21-22):4179-89. doi: 10.1007/s00213-015-3968-0. Epub 2015 May 28. Psychopharmacology (Berl). 2015. PMID: 26014110 Review.

4

Bayesian multi-task learning for decoding multi-subject neuroimaging data.

Marquand AF, Brammer M, Williams SC, Doyle OM. Marquand AF, et al. Among authors: doyle om. Neuroimage. 2014 May 15;92(100):298-311. doi: 10.1016/j.neuroimage.2014.02.008. Epub 2014 Feb 13. Neuroimage. 2014. PMID: 24531053 Free PMC article.

5

Finding undiagnosed patients with hepatitis C infection: an application of artificial intelligence to patient claims data.

Doyle OM, Leavitt N, Rigg JA. Doyle OM, et al. Sci Rep. 2020 Jun 29;10(1):10521. doi: 10.1038/s41598-020-67013-6. Sci Rep. 2020. PMID: 32601354 Free PMC article.

6

Quantifying the attenuation of the ketamine pharmacological magnetic resonance imaging response in humans: a validation using antipsychotic and glutamatergic agents.

Doyle OM, De Simoni S, Schwarz AJ, Brittain C, O'Daly OG, Williams SC, Mehta MA. Doyle OM, et al. J Pharmacol Exp Ther. 2013 Apr;345(1):151-60. doi: 10.1124/jpet.112.201665. Epub 2013 Jan 31. J Pharmacol Exp Ther. 2013. PMID: 23370794 Free article. Clinical Trial.

7

Brain shaving: adaptive detection for brain PET data.

Grecchi E, Doyle OM, Bertoldo A, Pavese N, Turkheimer FE. Grecchi E, et al. Among authors: doyle om. Phys Med Biol. 2014 May 21;59(10):2517-34. doi: 10.1088/0031-9155/59/10/2517. Epub 2014 Apr 28. Phys Med Biol. 2014. PMID: 24778363

8

Predicting progression of Alzheimer's disease using ordinal regression.

Doyle OM, Westman E, Marquand AF, Mecocci P, Vellas B, Tsolaki M, Kłoszewska I, Soininen H, Lovestone S, Williams SC, Simmons A. Doyle OM, et al. PLoS One. 2014 Aug 20;9(8):e105542. doi: 10.1371/journal.pone.0105542. eCollection 2014. PLoS One. 2014. PMID: 25141298 Free PMC article.

9

Multivariate decoding of brain images using ordinal regression.

Doyle OM, Ashburner J, Zelaya FO, Williams SCR, Mehta MA, Marquand AF. Doyle OM, et al. Neuroimage. 2013 Nov 1;81:347-357. doi: 10.1016/j.neuroimage.2013.05.036. Epub 2013 May 17. Neuroimage. 2013. PMID: 23684876 Free PMC article.

10

Estimating multivariate similarity between neuroimaging datasets with sparse canonical correlation analysis: an application to perfusion imaging.

Rosa MJ, Mehta MA, Pich EM, Risterucci C, Zelaya F, Reinders AA, Williams SC, Dazzan P, Doyle OM, Marquand AF. Rosa MJ, et al. Among authors: doyle om. Front Neurosci. 2015 Oct 13;9:366. doi: 10.3389/fnins.2015.00366. eCollection 2015. Front Neurosci. 2015. PMID: 26528117 Free PMC article.

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