Diagnostic neuroimaging across diseases
Klöppel, Stefan, Abdulkadir, Ahmed, Jack, Clifford R., Koutsouleris, Nikolaos, Mourão-Miranda, Janaina, Vemuri, Prashanthi
Published in NeuroImage (Orlando, Fla.) (01.06.2012)
Published in NeuroImage (Orlando, Fla.) (01.06.2012)
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Journal Article
Fast temporal dynamics and causal relevance of face processing in the human temporal cortex
Schrouff, Jessica, Raccah, Omri, Baek, Sori, Rangarajan, Vinitha, Salehi, Sina, Mourão-Miranda, Janaina, Helili, Zeinab, Daitch, Amy L, Parvizi, Josef
Published in Nature communications (31.01.2020)
Published in Nature communications (31.01.2020)
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Journal Article
Will artificial intelligence eventually replace psychiatrists?
Brown, Christian, Story, Giles William, Mourão-Miranda, Janaina, Baker, Justin Taylor
Published in British journal of psychiatry (01.03.2021)
Published in British journal of psychiatry (01.03.2021)
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Journal Article
Describing the brain in autism in five dimensions--magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach
Ecker, Christine, Marquand, Andre, Mourão-Miranda, Janaina, Johnston, Patrick, Daly, Eileen M, Brammer, Michael J, Maltezos, Stefanos, Murphy, Clodagh M, Robertson, Dene, Williams, Steven C, Murphy, Declan G M
Published in The Journal of neuroscience (11.08.2010)
Published in The Journal of neuroscience (11.08.2010)
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Journal Article
Spectral density-based clustering algorithms for complex networks
Ramos, Taiane Coelho, Mourão-Miranda, Janaina, Fujita, André
Published in Frontiers in neuroscience (30.03.2023)
Published in Frontiers in neuroscience (30.03.2023)
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Journal Article
Decoding intracranial EEG data with multiple kernel learning method
Schrouff, Jessica, Mourão-Miranda, Janaina, Phillips, Christophe, Parvizi, Josef
Published in Journal of neuroscience methods (01.03.2016)
Published in Journal of neuroscience methods (01.03.2016)
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Journal Article
Web Resource
A multiple hold-out framework for Sparse Partial Least Squares
Monteiro, João M., Rao, Anil, Shawe-Taylor, John, Mourão-Miranda, Janaina
Published in Journal of neuroscience methods (15.09.2016)
Published in Journal of neuroscience methods (15.09.2016)
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Journal Article
Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine
Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Published in NeuroImage (Orlando, Fla.) (01.10.2011)
Published in NeuroImage (Orlando, Fla.) (01.10.2011)
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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
Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important
Donini, Michele, Monteiro, João M., Pontil, Massimiliano, Hahn, Tim, Fallgatter, Andreas J., Shawe-Taylor, John, Mourão-Miranda, Janaina
Published in NeuroImage (Orlando, Fla.) (15.07.2019)
Published in NeuroImage (Orlando, Fla.) (15.07.2019)
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Journal Article
Bayesian decoding of brain images
Friston, Karl, Chu, Carlton, Mourão-Miranda, Janaina, Hulme, Oliver, Rees, Geraint, Penny, Will, Ashburner, John
Published in NeuroImage (Orlando, Fla.) (2008)
Published in NeuroImage (Orlando, Fla.) (2008)
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Journal Article
Pattern Classification of Working Memory Networks Reveals Differential Effects of Methylphenidate, Atomoxetine, and Placebo in Healthy Volunteers
MARQUAND, Andre F, DE SIMONI, Sara, O'DALY, Owen G, WILLIAM, Steven C. R, MOURAO-MIRANDA, Janaina, MEHTA, Mitul A
Published in Neuropsychopharmacology (01.05.2011)
Published in Neuropsychopharmacology (01.05.2011)
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Journal Article
Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression
Mourão-Miranda, Janaina, Almeida, Jorge RC, Hassel, Stefanie, de Oliveira, Leticia, Versace, Amelia, Marquand, Andre F, Sato, Joao R, Brammer, Michael, Phillips, Mary L
Published in Bipolar disorders (01.06.2012)
Published in Bipolar disorders (01.06.2012)
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Journal Article
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists
Wang, Hao-Ting, Smallwood, Jonathan, Mourao-Miranda, Janaina, Xia, Cedric Huchuan, Satterthwaite, Theodore D., Bassett, Danielle S., Bzdok, Danilo
Published in NeuroImage (Orlando, Fla.) (01.08.2020)
Published in NeuroImage (Orlando, Fla.) (01.08.2020)
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Journal Article
Dynamic discrimination analysis: A spatial–temporal SVM
Mourão-Miranda, Janaina, Friston, Karl J., Brammer, Michael
Published in NeuroImage (Orlando, Fla.) (15.05.2007)
Published in NeuroImage (Orlando, Fla.) (15.05.2007)
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Journal Article
Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain–Behavior Relationships
Mihalik, Agoston, Ferreira, Fabio S., Moutoussis, Michael, Ziegler, Gabriel, Adams, Rick A., Rosa, Maria J., Prabhu, Gita, de Oliveira, Leticia, Pereira, Mirtes, Bullmore, Edward T., Fonagy, Peter, Goodyer, Ian M., Jones, Peter B., Hauser, Tobias, Neufeld, Sharon, Romero-Garcia, Rafael, St Clair, Michelle, Vértes, Petra E., Whitaker, Kirstie, Inkster, Becky, Ooi, Cinly, Toseeb, Umar, Widmer, Barry, Bhatti, Junaid, Villis, Laura, Alrumaithi, Ayesha, Birt, Sarah, Bowler, Aislinn, Cleridou, Kalia, Dadabhoy, Hina, Davies, Emma, Firkins, Ashlyn, Granville, Sian, Harding, Elizabeth, Hopkins, Alexandra, Isaacs, Daniel, King, Janchai, Kokorikou, Danae, Maurice, Christina, McIntosh, Cleo, Memarzia, Jessica, Mills, Harriet, O’Donnell, Ciara, Pantaleone, Sara, Scott, Jenny, Fearon, Pasco, Suckling, John, van Harmelen, Anne-Laura, Kievit, Rogier, Shawe-Taylor, John, Dolan, Raymond, Mourão-Miranda, Janaina
Published in Biological psychiatry (1969) (15.02.2020)
Published in Biological psychiatry (1969) (15.02.2020)
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Journal Article