Functional corticostriatal connection topographies predict goal directed behaviour in humans

Por Marquand, Andre F., Haak, Koen V., Beckmann, Christian F.
Publicado no Nat Hum Behav (2017)

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

Por Marquand, Andre F., Rezek, Iead, Buitelaar, Jan, Beckmann, Christian F.
Publicado no Biol Psychiatry (2016)

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

Por Marquand, Andre F., Brammer, Michael, Williams, Steven C.R., Doyle, Orla M.
Publicado em 2014

Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders

Por Marquand, Andre F., Wolfers, Thomas, Mennes, Maarten, Buitelaar, Jan, Beckmann, Christian F.
Publicado no Biol Psychiatry Cogn Neurosci Neuroimaging (2016)

Frequency-specific directed interactions in the human brain network for language

Por Schoffelen, Jan-Mathijs, Hultén, Annika, Lam, Nietzsche, Marquand, André F., Uddén, Julia, Hagoort, Peter
Publicado no Proc Natl Acad Sci U S A (2017)

Identifying Individuals at High Risk of Psychosis: Predictive Utility of Support Vector Machine using Structural and Functional MRI Data

Por Valli, Isabel, Marquand, Andre F., Mechelli, Andrea, Raffin, Marie, Allen, Paul, Seal, Marc L., McGuire, Philip
Publicado no Front Psychiatry (2016)

Disorder-Specific Predictive Classification of Adolescents with Attention Deficit Hyperactivity Disorder (ADHD) Relative to Autism Using Structural Magnetic Resonance Imaging

Por Lim, Lena, Marquand, Andre, Cubillo, Ana A., Smith, Anna B., Chantiluke, Kaylita, Simmons, Andrew, Mehta, Mitul, Rubia, Katya
Publicado em 2013

Pattern Classification of Working Memory Networks Reveals Differential Effects of Methylphenidate, Atomoxetine, and Placebo in Healthy Volunteers

Por Marquand, Andre F, De Simoni, Sara, O'Daly, Owen G, Williams, Steven CR, Mourão-Miranda, Janaina, Mehta, Mitul A
Publicado em 2011

Pattern Recognition and Functional Neuroimaging Help to Discriminate Healthy Adolescents at Risk for Mood Disorders from Low Risk Adolescents

Por Mourão-Miranda, Janaina, Oliveira, Leticia, Ladouceur, Cecile D., Marquand, Andre, Brammer, Michael, Birmaher, Boris, Axelson, David, Phillips, Mary L.
Publicado em 2012

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

Por Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Publicado em 2011

Pattern classification of response inhibition in ADHD: Toward the development of neurobiological markers for ADHD

Por Hart, Heledd, Chantiluke, Kaylita, Cubillo, Ana I., Smith, Anna B., Simmons, Andrew, Brammer, Michael J., Marquand, Andre F., Rubia, Katya
Publicado em 2013

A Bayesian spatial model for neuroimaging data based on biologically informed basis functions

Por Huertas, Ismael, Oldehinkel, Marianne, van Oort, Erik S.B., Garcia-Solis, David, Mir, Pablo, Beckmann, Christian F., Marquand, Andre F.
Publicado no Neuroimage (2017)

Classifying social anxiety disorder using multivoxel pattern analyses of brain function and structure()

Por Frick, Andreas, Gingnell, Malin, Marquand, Andre F., Howner, Katarina, Fischer, Håkan, Kristiansson, Marianne, Williams, Steven C.R., Fredrikson, Mats, Furmark, Tomas
Publicado em 2014

Structural asymmetries of the human cerebellum in relation to cerebral cortical asymmetries and handedness

Por Kavaklioglu, Tulya, Guadalupe, Tulio, Zwiers, Marcel, Marquand, Andre F., Onnink, Marten, Shumskaya, Elena, Brunner, Han, Fernandez, Guillen, Fisher, Simon E., Francks, Clyde
Publicado no Brain Struct Funct (2016)

An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine

Por Pettersson-Yeo, William, Benetti, Stefania, Marquand, Andre F., Joules, Richard, Catani, Marco, Williams, Steve C. R., Allen, Paul, McGuire, Philip, Mechelli, Andrea
Publicado em 2014

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

Por Mourão-Miranda, Janaina, Almeida, Jorge RC, Hassel, Stefanie, de Oliveira, Leticia, Versace, Amelia, Marquand, Andre F, Sato, Joao R, Brammer, Michael, Phillips, Mary L
Publicado em 2012

SCoRS - a Method Based on Stability for Feature Selection and Mapping in Neuroimaging

Por Rondina, Jane M, Hahn, Tim, de Oliveira, Leticia, Marquand, Andre F, Dresler, Thomas, Leitner, Thomas, Fallgatter, Andreas J, Shawe-Taylor, John, Mourao-Miranda, Janaina
Publicado no IEEE Trans Med Imaging (2013)

Making use of longitudinal information in pattern recognition

Por Aksman, Leon M., Lythgoe, David J., Williams, Steven C.R., Jokisch, Martha, Mönninghoff, Christoph, Streffer, Johannes, Jöckel, Karl‐Heinz, Weimar, Christian, Marquand, Andre F.
Publicado no Hum Brain Mapp (2016)

Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: A multi-class pattern recognition approach

Por Marquand, Andre F., O'Daly, Owen G., De Simoni, Sara, Alsop, David C., Maguire, R. Paul, Williams, Steven C.R., Zelaya, Fernando O., Mehta, Mitul A.
Publicado em 2012

Automated, High Accuracy Classification of Parkinsonian Disorders: A Pattern Recognition Approach

Por Marquand, Andre F., Filippone, Maurizio, Ashburner, John, Girolami, Mark, Mourao-Miranda, Janaina, Barker, Gareth J., Williams, Steven C. R., Leigh, P. Nigel, Blain, Camilla R. V.
Publicado em 2013