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Material Type: Artigo
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Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processesMarquand, Andre ; Howard, Matthew ; Brammer, Michael ; Chu, Carlton ; Coen, Steven ; Mourão-Miranda, JanainaNeuroImage (Orlando, Fla.), 2010-02, Vol.49 (3), p.2178-2189 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI dataMourão-Miranda, Janaina ; Bokde, Arun L.W. ; Born, Christine ; Hampel, Harald ; Stetter, MartinNeuroImage (Orlando, Fla.), 2005-12, Vol.28 (4), p.980-995 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Patient classification as an outlier detection problem: An application of the One-Class Support Vector MachineMourão-Miranda, Janaina ; Hardoon, David R. ; Hahn, Tim ; Marquand, Andre F. ; Williams, Steve C.R. ; Shawe-Taylor, John ; Brammer, MichaelNeuroImage (Orlando, Fla.), 2011-10, Vol.58 (3), p.793-804 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Diagnostic neuroimaging across diseasesKlöppel, Stefan ; Abdulkadir, Ahmed ; Jack, Clifford R. ; Koutsouleris, Nikolaos ; Mourão-Miranda, Janaina ; Vemuri, PrashanthiNeuroImage (Orlando, Fla.), 2012-06, Vol.61 (2), p.457-463 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approachEcker, Christine ; Rocha-Rego, Vanessa ; Johnston, Patrick ; Mourao-Miranda, Janaina ; Marquand, Andre ; Daly, Eileen M. ; Brammer, Michael J. ; Murphy, Clodagh ; Murphy, Declan G.NeuroImage (Orlando, Fla.), 2010-01, Vol.49 (1), p.44-56 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's diseasePlant, Claudia ; Teipel, Stefan J. ; Oswald, Annahita ; Böhm, Christian ; Meindl, Thomas ; Mourao-Miranda, Janaina ; Bokde, Arun W. ; Hampel, Harald ; Ewers, MichaelNeuroImage (Orlando, Fla.), 2010-03, Vol.50 (1), p.162-174 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Dynamic discrimination analysis: A spatial–temporal SVMMourão-Miranda, Janaina ; Friston, Karl J. ; Brammer, MichaelNeuroImage (Orlando, Fla.), 2007-05, Vol.36 (1), p.88-99 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Sparse network-based models for patient classification using fMRIRosa, Maria J. ; Portugal, Liana ; Hahn, Tim ; Fallgatter, Andreas J. ; Garrido, Marta I. ; Shawe-Taylor, John ; Mourao-Miranda, JanainaNeuroImage (Orlando, Fla.), 2015-01, Vol.105, p.493-506 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Bayesian decoding of brain imagesFriston, Karl ; Chu, Carlton ; Mourão-Miranda, Janaina ; Hulme, Oliver ; Rees, Geraint ; Penny, Will ; Ashburner, JohnNeuroImage (Orlando, Fla.), 2008, Vol.39 (1), p.181-205 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is importantDonini, Michele ; Monteiro, João M. ; Pontil, Massimiliano ; Hahn, Tim ; Fallgatter, Andreas J. ; Shawe-Taylor, John ; Mourão-Miranda, JanainaNeuroImage (Orlando, Fla.), 2019-07, Vol.195, p.215-231 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |