PRoNTo: Pattern Recognition for Neuroimaging Toolbox
Schrouff, J., Rosa, M. J., Rondina, J. M., Marquand, A. F., Chu, C., Ashburner, J., Phillips, C., Richiardi, J., Mourão-Miranda, J.
Published in Neuroinformatics (Totowa, N.J.) (01.07.2013)
Published in Neuroinformatics (Totowa, N.J.) (01.07.2013)
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Journal Article
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Pattern recognition analysis of anterior cingulate cortex blood flow to classify depression polarity
Almeida, J. R. C., Mourao-Miranda, J., Aizenstein, H. J., Versace, A., Kozel, F. A., Lu, H., Marquand, A., LaBarbara, E. J., Brammer, M., Trivedi, M., Kupfer, D. J., Phillips, M. L.
Published in British journal of psychiatry (01.10.2013)
Published in British journal of psychiatry (01.10.2013)
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Journal Article
Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study
Mourao-Miranda, J., Reinders, A. A. T. S., Rocha-Rego, V., Lappin, J., Rondina, J., Morgan, C., Morgan, K. D., Fearon, P., Jones, P. B., Doody, G. A., Murray, R. M., Kapur, S., Dazzan, P.
Published in Psychological medicine (01.05.2012)
Published in Psychological medicine (01.05.2012)
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Journal Article
The pathways for intelligible speech: multivariate and univariate perspectives
Evans, S, Kyong, J S, Rosen, S, Golestani, N, Warren, J E, McGettigan, C, Mourão-Miranda, J, Wise, R J S, Scott, S K
Published in Cerebral cortex (New York, N.Y. 1991) (01.09.2014)
Published in Cerebral cortex (New York, N.Y. 1991) (01.09.2014)
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Journal Article
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models
Schrouff, Jessica, Monteiro, J. M., Portugal, L., Rosa, M. J., Phillips, C., Mourão-Miranda, J.
Published in Neuroinformatics (Totowa, N.J.) (01.01.2018)
Published in Neuroinformatics (Totowa, N.J.) (01.01.2018)
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Journal Article
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S.18.03 Machine learning as a tool to assist in diagnosis
Nieuwenhuis, M, Mourao-Miranda, J, Van Haren, N.E.M, Schnack, H.G, Kahn, R.S, Dazzan, P
Published in European neuropsychopharmacology (01.09.2015)
Published in European neuropsychopharmacology (01.09.2015)
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Journal Article
Contributions of stimulus valence and arousal to visual activation during emotional perception
Mourão-Miranda, J, Volchan, E, Moll, J, de Oliveira-Souza, R, Oliveira, L, Bramati, I, Gattass, R, Pessoa, L
Published in NeuroImage (Orlando, Fla.) (01.12.2003)
Published in NeuroImage (Orlando, Fla.) (01.12.2003)
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Journal Article
One class SVM for predicting brain state
Mourao-Miranda, J., Hardoon, D., Sato, J.R., Brammer, M.
Published in NeuroImage (Orlando, Fla.) (01.07.2009)
Published in NeuroImage (Orlando, Fla.) (01.07.2009)
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Journal Article
Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data
Mourão-Miranda, Janaina, Bokde, Arun L.W., Born, Christine, Hampel, Harald, Stetter, Martin
Published in NeuroImage (Orlando, Fla.) (01.12.2005)
Published in NeuroImage (Orlando, Fla.) (01.12.2005)
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Journal Article
The Neural Correlates of Moral Sensitivity: A Functional Magnetic Resonance Imaging Investigation of Basic and Moral Emotions
Moll, Jorge, de Oliveira-Souza, Ricardo, Eslinger, Paul J, Bramati, Ivanei E, Mourao-Miranda, Janaina, Andreiuolo, Pedro Angelo, Pessoa, Luiz
Published in The Journal of neuroscience (01.04.2002)
Published in The Journal of neuroscience (01.04.2002)
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Journal Article
Neuroanatomy of verbal working memory as a diagnostic biomarker for depression
Marquand, Andre F, Mourão-Miranda, Janaina, Brammer, Michael J, Cleare, Anthony J, Fu, Cynthia H Y
Published in Neuroreport (08.10.2008)
Published in Neuroreport (08.10.2008)
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Journal Article
Pattern recognition analysis of anterior cingulate cortex blood flow to classify depression polarity
ALMEIDA, J. R. C, MOURAO-MIRANDA, J, KUPFER, D. J, PHILLIPS, M. L, AIZENSTEIN, H. J, VERSACE, A, KOZEL, F. A, LU, H, MARQUAND, A, LABARBARA, E. J, BRAMMER, M, TRIVEDI, M
Published in British journal of psychiatry (2013)
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Published in British journal of psychiatry (2013)
Journal Article
Accounting for Voxel Neighbourhood Relationship in the SVM
Hardoon, DR, Mourao-Miranda, J, Rego, V Rocha, Shawe-Taylor, J
Published in NeuroImage (Orlando, Fla.) (01.07.2009)
Published in NeuroImage (Orlando, Fla.) (01.07.2009)
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Journal Article
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense?
Schrouff, J., Mourao-Miranda, J.
Published in 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI) (01.06.2018)
Published in 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI) (01.06.2018)
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Conference Proceeding
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Structured Sparsity Models for Brain Decoding from fMRI Data
Baldassarre, L., Mourao-Miranda, J., Pontil, M.
Published in 2012 Second International Workshop on Pattern Recognition in NeuroImaging (01.07.2012)
Published in 2012 Second International Workshop on Pattern Recognition in NeuroImaging (01.07.2012)
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Conference Proceeding