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1

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

Année:

2012

Langue:

english

Fichier:

PDF, 398 KB

english, 2012

2

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

Année:

2009

Langue:

english

Fichier:

PDF, 2.80 MB

english, 2009

3

Dynamic discrimination analysis: A spatial–temporal SVM

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

Journal:

Année:

2007

Langue:

english

Fichier:

PDF, 1007 KB

english, 2007

4

Bayesian decoding of brain images

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

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2008

5

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:

Année:

2010

Langue:

english

Fichier:

PDF, 1.84 MB

english, 2010

6

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:

Année:

2010

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2010

7

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

Année:

2009

Langue:

english

Fichier:

PDF, 270 KB

english, 2009

8

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

Année:

2008

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2008

9

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

Année:

2004

Langue:

english

Fichier:

PDF, 368 KB

english, 2004

10

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:

Année:

2005

Langue:

english

Fichier:

PDF, 1.14 MB

english, 2005

11

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:

Année:

2006

Langue:

english

Fichier:

PDF, 829 KB

english, 2006

12

Unsupervised analysis of fMRI data using kernel canonical correlation

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

Journal:

Année:

2007

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2007

13

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:

Année:

2009

Langue:

english

Fichier:

PDF, 991 KB

english, 2009

14

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:

Année:

2009

Langue:

english

Fichier:

PDF, 788 KB

english, 2009

15

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:

Année:

2010

Langue:

english

Fichier:

PDF, 2.14 MB

english, 2010

16

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

Année:

2008

Langue:

english

Fichier:

PDF, 696 KB

english, 2008

17

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:

Année:

2011

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2011

18

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:

Année:

2011

Langue:

english

Fichier:

PDF, 2.34 MB

english, 2011

19

Diagnostic neuroimaging across diseases

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

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 425 KB

english, 2012

20

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:

Année:

2001

Langue:

english

Fichier:

PDF, 461 KB

english, 2001

21

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

Année:

2014

Langue:

english

Fichier:

PDF, 100 KB

english, 2014

22

[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

Année:

2010

Langue:

english

Fichier:

PDF, 236 KB

english, 2010

23

[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

Année:

2012

Langue:

english

Fichier:

PDF, 162 KB

english, 2012

24

[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

Année:

2013

Langue:

english

Fichier:

PDF, 681 KB

english, 2013

25

[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

Année:

2013

Langue:

english

Fichier:

PDF, 260 KB

english, 2013

26

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

Année:

2011

Langue:

english

Fichier:

PDF, 663 KB

english, 2011

27

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:

Année:

2015

Langue:

english

Fichier:

PDF, 1.87 MB

english, 2015

28

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

Année:

2009

Langue:

english

Fichier:

PDF, 547 KB

english, 2009

29

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

Année:

2014

Langue:

english

Fichier:

PDF, 1.89 MB

english, 2014

30

Decoding intracranial EEG data with multiple kernel learning method

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

Journal:

Journal of Neuroscience Methods

Année:

2015

Langue:

english

Fichier:

PDF, 2.54 MB

english, 2015

31

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:

Année:

2016

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2016

32

[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

Année:

2015

Langue:

english

Fichier:

PDF, 205 KB

english, 2015

33

[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

Année:

2015

Langue:

english

Fichier:

PDF, 530 KB

english, 2015

34

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

Année:

2010

Langue:

english

Fichier:

PDF, 373 KB

english, 2010

35

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.

Journal:

Année:

2008

Langue:

english

Fichier:

PDF, 170 KB

english, 2008

36

A multiple hold-out framework for Sparse Partial Least Squares

Monteiro, João M., Rao, Anil, Shawe-Taylor, John, Mourão-Miranda, Janaina

Journal:

Journal of Neuroscience Methods

Année:

2016

Langue:

english

Fichier:

PDF, 2.15 MB

english, 2016

37

Neural correlates of sad faces predict clinical remission to cognitive behavioural therapy in depression

Costafreda, Sergi G., Khanna, Akash, Mourao-Miranda, Janaina, Fu, Cynthia H.Y.

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 217 KB

english, 2009

38

[IEEE 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - Vietri sul Mare, Salerno, Italy (2016.9.13-2016.9.16)] 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - A multimodal multiple kernel learning approach to Alzheimer's disease detection

Donini, Michele, Monteiro, Joao M., Pontil, Massimiliano, Shawe-Taylor, John, Mourao-Miranda, Janaina

Année:

2016

Langue:

english

Fichier:

PDF, 347 KB

english, 2016

39

Prediction of Individual Differences from Neuroimaging Data

Calhoun, Vince D., Lawrie, Stephan M., Mourao-Miranda, Janaina, Stephan, Klaas E.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 140 KB

english, 2017

40

Estímulos emocionais: processamento sensorial e respostas motoras

Volchan, Eliane, Pereira, Mirtes G, Oliveira, Letícia de, Vargas, Cláudia, Mourão-Miranda, Janaína, Azevedo, Tatiana Maia de, Machado-Pinheiro, Walter, Pessoa, Luiz

Journal:

Revista Brasileira de Psiquiatria

Année:

2003

Fichier:

PDF, 74 KB

2003

41

Predictive modelling using neuroimaging data in the presence of confounds

Rao, Anil, Monteiro, Joao M., Mourao-Miranda, Janaina

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2017

42

Making individual prognoses in psychiatry using neuroimaging and machine learning

Janssen, Ronald J., Mourão-Miranda, Janaina, Schnack, Hugo G.

Journal:

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Année:

2018

Langue:

english

Fichier:

PDF, 1.03 MB

english, 2018

43

[IEEE 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Trento, Italy (2016.6.22-2016.6.24)] 2016 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Prediction of clinical scores from neuroimaging data with censored likelihood gaussian processes

Rao, Anil, Monteiro, Joao, Mourao-Miranda, Janaina

Année:

2016

Langue:

english

Fichier:

PDF, 392 KB

english, 2016

44

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

Mourão-Miranda, Janaina, Oliveira, Leticia, Ladouceur, Cecile D., Marquand, Andre, Brammer, Michael, Birmaher, Boris, Axelson, David, Phillips, Mary L., Op de Beeck, Hans P.

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 350 KB

english, 2012

45

What Does Brain Response to Neutral Faces Tell Us about Major Depression? Evidence from Machine Learning and fMRI

Oliveira, Leticia, Ladouceur, Cecile D., Phillips, Mary L., Brammer, Michael, Mourao-Miranda, Janaina, Harrison, Ben J.

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 501 KB

english, 2013

46

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

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., Fan, Yong

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2013

47

Measuring Abnormal Brains: Building Normative Rules in Neuroimaging Using One-Class Support Vector Machines

Sato, João Ricardo, Rondina, Jane Maryam, Mourão-Miranda, Janaina

Journal:

Frontiers in Neuroscience

Année:

2012

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2012

48

Sparsity Is Better with Stability: Combining Accuracy and Stability for Model Selection in Brain Decoding

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

Journal:

Frontiers in Neuroscience

Année:

2017

Langue:

english

Fichier:

PDF, 5.72 MB

english, 2017

49

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

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2019

50

170. What Can Machine Learning and Neuroimaging Techniques Bring to Psychiatry?

Mourao-Miranda, Janaina

Journal:

Biological Psychiatry

Année:

2019

Langue:

english

Fichier:

PDF, 33 KB

english, 2019