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1

Enhanced interictal responsiveness of the migraineous visual cortex to incongruent bar stimulation: a functional MRI visual activation study

M Vincent, E Pedra, J Mourão-Miranda, Ie Bramati, Ar Henrique, J Moll

Journal:

Year:

2003

Language:

english

File:

PDF, 236 KB

english, 2003

2

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

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

Journal:

Bipolar Disorders

Year:

2012

Language:

english

File:

PDF, 398 KB

english, 2012

3

Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach

Christine Ecker, Vanessa Rocha-Rego, Patrick Johnston, Janaina Mourao-Miranda, Andre Marquand, Eileen M. Daly, Michael J. Brammer, Clodagh Murphy, Declan G. Murphy

Journal:

Year:

2010

Language:

english

File:

PDF, 1.84 MB

english, 2010

4

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

Claudia Plant, Stefan J. Teipel, Annahita Oswald, Christian Böhm, Thomas Meindl, Janaina Mourao-Miranda, Arun W. Bokde, Harald Hampel, Michael Ewers

Journal:

Year:

2010

Language:

english

File:

PDF, 1.03 MB

english, 2010

5

Describing the Brain in Autism in Five Dimensions--Magnetic Resonance Imaging-Assisted Diagnosis of Autism Spectrum Disorder Using a Multiparameter Classification Approach

Ecker, C., Marquand, A., Mourao-Miranda, J., Johnston, P., Daly, E. M., Brammer, M. J., Maltezos, S., Murphy, C. M., Robertson, D., Williams, S. C., Murphy, D. G. M.

Journal:

Journal of Neuroscience

Year:

2010

Language:

english

File:

PDF, 1.81 MB

english, 2010

6

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.

Journal:

Neuroinformatics

Year:

2018

Language:

english

File:

PDF, 3.20 MB

english, 2018

7

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., Mourão-Miranda, Janaı́na, Andreiuolo, Pedro Angelo, Pessoa, Luiz

Journal:

Journal of Neuroscience

Year:

2002

Language:

english

File:

PDF, 760 KB

english, 2002

8

An fMRI normative database for connectivity networks using one-class support vector machines

João Ricardo Sato, Maria da Graça Morais Martin, André Fujita, Janaina Mourão-Miranda, Michael John Brammer, Edson Amaro Jr

Journal:

Human Brain Mapping

Year:

2009

Language:

english

File:

PDF, 270 KB

english, 2009

9

The impact of functional connectivity changes on support vector machines mapping of fMRI data

João Ricardo Sato, Janaina Mourão-Miranda, Maria da Graça Morais Martin, Edson Amaro Jr., Pedro Alberto Morettin, Michael John Brammer

Journal:

Journal of Neuroscience Methods

Year:

2008

Language:

english

File:

PDF, 1.02 MB

english, 2008

10

Correlation-based multivariate analysis of genetic influence on brain volume

David R. Hardoon, Ulrich Ettinger, Janaina Mourão-Miranda, Elena Antonova, David Collier, Veena Kumari, Steven C.R. Williams, Michael Brammer

Journal:

Neuroscience Letters

Year:

2009

Language:

english

File:

PDF, 2.80 MB

english, 2009

11

P2-216 Discrimination between cognitive states in Alzheimer's patients and healthy controls using training classifiers

Arun Bokde, Janaina Mourao-Miranda, Patricia Lopez-Bayo, Susanne Pechler, Stefan Teipel, Frank Faltraco, Martin Stetter, Harald Hampel

Journal:

Neurobiology of Aging

Year:

2004

Language:

english

File:

PDF, 368 KB

english, 2004

12

Contributions of stimulus valence and arousal to visual activation during emotional perception

J Mourão-Miranda, E Volchan, J Moll, R de Oliveira-Souza, L Oliveira, I Bramati, R Gattass, L Pessoa

Journal:

Year:

2003

Language:

english

File:

PDF, 340 KB

english, 2003

13

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data

Janaina Mourão-Miranda, Arun L.W. Bokde, Christine Born, Harald Hampel, Martin Stetter

Journal:

Year:

2005

Language:

english

File:

PDF, 1.14 MB

english, 2005

14

The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data

Janaina Mourão-Miranda, Emanuelle Reynaud, Francis McGlone, Gemma Calvert, Michael Brammer

Journal:

Year:

2006

Language:

english

File:

PDF, 829 KB

english, 2006

15

Dynamic discrimination analysis: A spatial–temporal SVM

Janaina Mourão-Miranda, Karl J. Friston, Michael Brammer

Journal:

Year:

2007

Language:

english

File:

PDF, 1007 KB

english, 2007

16

Unsupervised analysis of fMRI data using kernel canonical correlation

David R. Hardoon, Janaina Mourão-Miranda, Michael Brammer, John Shawe-Taylor

Journal:

Year:

2007

Language:

english

File:

PDF, 2.20 MB

english, 2007

17

Bayesian decoding of brain images

Karl Friston, Carlton Chu, Janaina Mourão-Miranda, Oliver Hulme, Geraint Rees, Will Penny, John Ashburner

Journal:

Year:

2008

Language:

english

File:

PDF, 2.20 MB

english, 2008

18

Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction

João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão-Miranda, Michael John Brammer, Edson Amaro Junior

Journal:

Year:

2009

Language:

english

File:

PDF, 991 KB

english, 2009

19

Corrigendum to “Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction”: [NeuroImage 46 (2009) 105–114]

João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão-Miranda, Michael John Brammer, Edson Amaro

Journal:

Year:

2009

Language:

english

File:

PDF, 788 KB

english, 2009

20

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

Andre Marquand, Matthew Howard, Michael Brammer, Carlton Chu, Steven Coen, Janaina Mourão-Miranda

Journal:

Year:

2010

Language:

english

File:

PDF, 2.14 MB

english, 2010

21

Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression

Cynthia H.Y. Fu, Janaina Mourao-Miranda, Sergi G. Costafreda, Akash Khanna, Andre F. Marquand, Steve C.R. Williams, Michael J. Brammer

Journal:

Biological Psychiatry

Year:

2008

Language:

english

File:

PDF, 696 KB

english, 2008

22

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

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

Journal:

Year:

2011

Language:

english

File:

PDF, 1.65 MB

english, 2011

23

Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods

Carlton Chu, Janaina Mourão-Miranda, Yu-Chin Chiu, Nikolaus Kriegeskorte, Geoffrey Tan, John Ashburner

Journal:

Year:

2011

Language:

english

File:

PDF, 2.34 MB

english, 2011

24

Diagnostic neuroimaging across diseases

Stefan Klöppel, Ahmed Abdulkadir, Clifford R. Jack Jr., Nikolaos Koutsouleris, Janaina Mourão-Miranda, Prashanthi Vemuri

Journal:

Year:

2012

Language:

english

File:

PDF, 425 KB

english, 2012

25

Dissociable brain networks subserving social apperception and emotion

Jorge Moll, Ricardo Oliveira-Souza, Janaína Mouräo-Miranda, Ivanei Bramati, Fernanda Tovar Moll, Alexandre Roque Henrique, Luiz Pessoa, Pedro Angelo Andreiuolo

Journal:

Year:

2001

Language:

english

File:

PDF, 461 KB

english, 2001

26

Accounting for Voxel Neighbourhood Relationship in the SVM

DR Hardoon, J Mourao-Miranda, V Rocha Rego, J Shawe-Taylor

Journal:

Year:

2009

Language:

english

File:

PDF, 124 KB

english, 2009

27

One class SVM for predicting brain state

J. Mourao-Miranda, D. Hardoon, J.R. Sato, M. Brammer

Journal:

Year:

2009

Language:

english

File:

PDF, 117 KB

english, 2009

28

Probabilistic Classification of Functional Magnetic Resonance Imaging (fMRI) Data Using Gaussian Process Classification: Application to Pain Perception.

AF Marquand, M Howard, MJ Brammer, J Mourao-Miranda

Journal:

Year:

2009

Language:

english

File:

PDF, 118 KB

english, 2009

29

Correction to “SCoRS—A Method Based on Stability for Feature Selection and Mapping in Neuroimaging” [Jan 14 85-98]

Rondina, Jane M, Hahn, Tim, de Oliveira, Leticia, Marquand, Andre F., Dresler, Thomas, Leitner, Thomas, Fallgatter, Andreas J, Shawe-Taylor, John, Mourao-Miranda, Janaina

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 100 KB

english, 2014

30

[IEEE 2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging (WBD) - Istanbul, Turkey (2010.08.22-2010.08.22)] 2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging - Quantifying the Information Content of Brain Voxels Using Target Information, Gaussian Processes and Recursive Feature Elimination

Marquand, Andre F., De Simoni, Sara, O'Daly, Owen G., Mehta, Mitul A., Mourao-Miranda, Janaina

Year:

2010

Language:

english

File:

PDF, 236 KB

english, 2010

31

[IEEE 2012 2nd International Workshop on Pattern Recognition in NeuroImaging (PRNI) - London, United Kingdom (2012.07.2-2012.07.4)] 2012 Second International Workshop on Pattern Recognition in NeuroImaging - Structured Sparsity Models for Brain Decoding from fMRI Data

Baldassarre, Luca, Mourao-Miranda, Janaina, Pontil, Massimiliano

Year:

2012

Language:

english

File:

PDF, 162 KB

english, 2012

32

[IEEE 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Tubingen, Germany (2014.6.4-2014.6.6)] 2014 International Workshop on Pattern Recognition in Neuroimaging - Decoding memory processing from electro-corticography in human posteromedial cortex

Schrouff, J., Foster, B., Rangarajan, V., Phillips, C., Mourao-Miranda, J., Parvizi, J.

Year:

2014

Language:

english

File:

PDF, 2.40 MB

english, 2014

33

[IEEE 2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Philadelphia, PA, USA (2013.06.22-2013.06.24)] 2013 International Workshop on Pattern Recognition in Neuroimaging - Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models

Schrouff, J., Cremers, J., Garraux, G., Baldassarre, L., Mourao-Miranda, J., Phillips, C.

Year:

2013

Language:

english

File:

PDF, 799 KB

english, 2013

34

[IEEE 2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Philadelphia, PA, USA (2013.06.22-2013.06.24)] 2013 International Workshop on Pattern Recognition in Neuroimaging - Sparse Network-Based Models for Patient Classification Using fMRI

Rosa, Maria J., Portugal, Liana, Shawe-Taylor, John, Mourao-Miranda, Janaina

Year:

2013

Language:

english

File:

PDF, 681 KB

english, 2013

35

[IEEE 2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Philadelphia, PA, USA (2013.06.22-2013.06.24)] 2013 International Workshop on Pattern Recognition in Neuroimaging - Stability-Based Multivariate Mapping Using SCoRS

Rondina, Jane Maryam, Shawe-Taylor, John, Mourao-Miranda, Janaina

Year:

2013

Language:

english

File:

PDF, 260 KB

english, 2013

36

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, Williams, Steven CR, Mourão-Miranda, Janaina, Mehta, Mitul A

Journal:

Neuropsychopharmacology

Year:

2011

Language:

english

File:

PDF, 663 KB

english, 2011

37

Sparse network-based models for patient classification using fMRI

Rosa, Maria J., Portugal, Liana, Hahn, Tim, Fallgatter, Andreas J., Garrido, Marta I., Shawe-Taylor, John, Mourao-Miranda, Janaina

Journal:

Year:

2015

Language:

english

File:

PDF, 1.87 MB

english, 2015

38

Dynamic Changes in the Mental Rotation Network Revealed by Pattern Recognition Analysis of fMRI Data

Mourao-Miranda, Janaina, Ecker, Christine, Sato, Joao R., Brammer, Michael

Journal:

Journal of Cognitive Neuroscience

Year:

2009

Language:

english

File:

PDF, 547 KB

english, 2009

39

The Pathways for Intelligible Speech: Multivariate and Univariate Perspectives

Evans, S., Kyong, J. S., Rosen, S., Golestani, N., Warren, J. E., McGettigan, C., Mourao-Miranda, J., Wise, R. J. S., Scott, S. K.

Journal:

Cerebral Cortex

Year:

2014

Language:

english

File:

PDF, 1008 KB

english, 2014

40

Examination of the predictive value of structural magnetic resonance scans in bipolar disorder: a pattern classification approach

Rocha-Rego, V., Jogia, J., Marquand, A. F., Mourao-Miranda, J., Simmons, A., Frangou, S.

Journal:

Psychological Medicine

Year:

2014

Language:

english

File:

PDF, 571 KB

english, 2014

41

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.

Journal:

Psychological Medicine

Year:

2012

Language:

english

File:

PDF, 235 KB

english, 2012

42

SCoRS—A Method Based on Stability for Feature Selection and Mapping in Neuroimaging

Rondina, Jane M., Hahn, Tim, de Oliveira, Leticia, Marquand, Andre F., Dresler, Thomas, Leitner, Thomas, Fallgatter, Andreas J., Shawe-Taylor, John, Mourao-Miranda, Janaina

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 1.89 MB

english, 2014

43

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.

Journal:

European Neuropsychopharmacology

Year:

2015

Language:

english

File:

PDF, 71 KB

english, 2015

44

Decoding intracranial EEG data with multiple kernel learning method

Schrouff, Jessica, Mourão-Miranda, Janaina, Phillips, Christophe, Parvizi, Josef

Journal:

Journal of Neuroscience Methods

Year:

2015

Language:

english

File:

PDF, 2.54 MB

english, 2015

45

Decoding negative affect personality trait from patterns of brain activation to threat stimuli

Jr, Orlando Fernandes, Portugal, Liana C.L., Alves, Rita de Cássia S., Arruda-Sanchez, Tiago, Rao, Anil, Volchan, Eliane, Pereira, Mirtes, Oliveira, Letícia, Mourao-Miranda, Janaina

Journal:

Year:

2016

Language:

english

File:

PDF, 1.17 MB

english, 2016

46

[IEEE 2015 International Workshop on Pattern Recognition in NeuroImaging (PRNI) - Stanford, CA, USA (2015.6.10-2015.6.12)] 2015 International Workshop on Pattern Recognition in NeuroImaging - Predicting Numerical Processing in Naturalistic Settings from Controlled Experimental Conditions

Schrouff, J., Phillips, C., Parvizi, J., Mourao-Miranda, Janaina

Year:

2015

Language:

english

File:

PDF, 205 KB

english, 2015

47

[IEEE 2015 International Workshop on Pattern Recognition in NeuroImaging (PRNI) - Stanford, CA, USA (2015.6.10-2015.6.12)] 2015 International Workshop on Pattern Recognition in NeuroImaging - A Comparison of Strategies for Incorporating Nuisance Variables into Predictive Neuroimaging Models

Rao, Anil, Monteiro, Joao M., Ashburner, John, Portugal, Liana, Fernandes, Orlando, Oliveira, Leticia De, Pereira, Mirtes, Mourao-Miranda, Janaina

Year:

2015

Language:

english

File:

PDF, 530 KB

english, 2015

48

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.

Journal:

The British Journal of Psychiatry

Year:

2013

Language:

english

File:

PDF, 765 KB

english, 2013

49

PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES

M. Filippone, A. F. Marquand, C. R. V. Blain, S. C. R. Williams, J. Mourão-Miranda and M. Girolami

Journal:

The Annals of Applied Statistics

Year:

2012

Language:

english

File:

PDF, 2.25 MB

english, 2012

50

Integrating Neurobiological Markers of Depression

Hahn, Tim, Marquand, Andre F., Ehlis, Ann-Christine, Dresler, Thomas, Kittel-Schneider, Sarah, Jarczok, Tomasz A., Lesch, Klaus-Peter, Jakob, Peter M., Mourao-Miranda, Janaina, Brammer, Michael J., Fa

Journal:

Archives of General Psychiatry

Year:

2010

Language:

english

File:

PDF, 373 KB

english, 2010