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Janaina Mourao-Miranda - Publications

Affiliations: 
Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil 
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59 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Fernandes O, Portugal LCL, de Cássia S Alves R, Arruda-Sanchez T, Volchan E, Pereira MG, Mourão-Miranda J, Oliveira L. Correction to: How do you perceive threat? It's all in your pattern of brain activity. Brain Imaging and Behavior. PMID 32720183 DOI: 10.1007/S11682-019-00202-8  0.739
2020 Wang HT, Smallwood J, Mourao-Miranda J, Xia CH, Satterthwaite TD, Bassett DS, Bzdok D. Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists. Neuroimage. 116745. PMID 32278095 DOI: 10.1016/J.Neuroimage.2020.116745  0.326
2020 Mihalik A, Ferreira FS, Moutoussis M, Ziegler G, Adams RA, Rosa MJ, Prabhu G, de Oliveira L, Pereira M, Bullmore ET, Fonagy P, Goodyer IM, Jones PB, Shawe-Taylor J, et al. Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain-Behavior Relationships. Biological Psychiatry. 87: 368-376. PMID 32040421 DOI: 10.1016/J.Biopsych.2019.12.001  0.561
2020 Schrouff J, Raccah O, Baek S, Rangarajan V, Salehi S, Mourão-Miranda J, Helili Z, Daitch AL, Parvizi J. Fast temporal dynamics and causal relevance of face processing in the human temporal cortex. Nature Communications. 11: 656. PMID 32005819 DOI: 10.1038/S41467-020-14432-8  0.33
2019 Fernandes O, Portugal LCL, Alves RCS, Arruda-Sanchez T, Volchan E, Pereira MG, Mourão-Miranda J, Oliveira L. How do you perceive threat? It's all in your pattern of brain activity. Brain Imaging and Behavior. PMID 31446554 DOI: 10.1007/S11682-019-00177-6  0.78
2019 Mihalik A, Ferreira FS, Rosa MJ, Moutoussis M, Ziegler G, Monteiro JM, Portugal L, Adams RA, Romero-Garcia R, Vértes PE, Kitzbichler MG, Váša F, Vaghi MM, Bullmore ET, Fonagy P, et al. Brain-behaviour modes of covariation in healthy and clinically depressed young people. Scientific Reports. 9: 11536. PMID 31395894 DOI: 10.1038/S41598-019-47277-3  0.339
2019 de Oliveira L, Portugal LCL, Pereira M, Chase HW, Bertocci M, Stiffler R, Greenberg T, Bebko G, Lockovich J, Aslam H, Mourao-Miranda J, Phillips ML. Predicting Bipolar Disorder Risk Factors in Distressed Young Adults From Patterns of Brain Activation to Reward: A Machine Learning Approach. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 31201147 DOI: 10.1016/J.Bpsc.2019.04.005  0.601
2019 Portugal LCL, Schrouff J, Stiffler R, Bertocci M, Bebko G, Chase H, Lockovitch J, Aslam H, Graur S, Greenberg T, Pereira M, Oliveira L, Phillips M, Mourão-Miranda J. Predicting anxiety from wholebrain activity patterns to emotional faces in young adults: a machine learning approach. Neuroimage. Clinical. 23: 101813. PMID 31082774 DOI: 10.1016/J.Nicl.2019.101813  0.722
2019 Donini M, Monteiro JM, Pontil M, Hahn T, Fallgatter AJ, Shawe-Taylor J, Mourão-Miranda J. Combining heterogeneous data sources for neuroimaging based diagnosis: re-Weighting and selecting what is important. Neuroimage. PMID 30894334 DOI: 10.1016/J.Neuroimage.2019.01.053  0.318
2018 Janssen RJ, Mourão-Miranda J, Schnack HG. Making Individual Prognoses in Psychiatry Using Neuroimaging and Machine Learning. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 29789268 DOI: 10.1016/J.Bpsc.2018.04.004  0.315
2018 Schrouff J, Monteiro JM, Portugal L, Rosa MJ, Phillips C, Mourão-Miranda J. Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics. PMID 29297140 DOI: 10.1007/S12021-017-9347-8  0.404
2017 Baldassarre L, Pontil M, Mourão-Miranda J. Sparsity Is Better with Stability: Combining Accuracy and Stability for Model Selection in Brain Decoding. Frontiers in Neuroscience. 11: 62. PMID 28261042 DOI: 10.3389/Fnins.2017.00062  0.313
2017 Calhoun VD, Lawrie SM, Mourao-Miranda J, Stephan KE. Prediction of Individual Differences from Neuroimaging Data. Neuroimage. 145: 135-136. PMID 28011043 DOI: 10.1016/J.Neuroimage.2016.12.012  0.304
2016 Nieuwenhuis M, Schnack HG, van Haren NE, Lappin J, Morgan C, Reinders AA, Gutierrez-Tordesillas D, Roiz-Santiañez R, Schaufelberger MS, Rosa PG, Zanetti MV, Busatto GF, Crespo-Facorro B, McGorry PD, Velakoulis D, ... ... Mourao-Miranda J, et al. Multi-center MRI prediction models: Predicting sex and illness course in first episode psychosis patients. Neuroimage. PMID 27421184 DOI: 10.1016/J.Neuroimage.2016.07.027  0.33
2016 Monteiro JM, Rao A, Shawe-Taylor J, Mourão-Miranda J. A multiple hold-out framework for Sparse Partial Least Squares. Journal of Neuroscience Methods. PMID 27353722 DOI: 10.1016/J.Jneumeth.2016.06.011  0.34
2016 Jr OF, Portugal LC, Alves RC, Arruda-Sanchez T, Rao A, Volchan E, Pereira M, Oliveira L, Mourao-Miranda J. Decoding negative affect personality trait from patterns of brain activation to threat stimuli. Neuroimage. PMID 26767946 DOI: 10.1016/J.Neuroimage.2015.12.050  0.762
2016 Portugal LC, Rosa MJ, Rao A, Bebko G, Bertocci MA, Hinze AK, Bonar L, Almeida JR, Perlman SB, Versace A, Schirda C, Travis M, Gill MK, Demeter C, Diwadkar VA, ... ... Mourao-Miranda J, et al. Can Emotional and Behavioral Dysregulation in Youth Be Decoded from Functional Neuroimaging? Plos One. 11: e0117603. PMID 26731403 DOI: 10.1371/Journal.Pone.0117603  0.725
2015 Schrouff J, Mourão-Miranda J, Phillips C, Parvizi J. Decoding Intracranial EEG Data With Multiple Kernel Learning Method. Journal of Neuroscience Methods. PMID 26692030 DOI: 10.1016/J.Jneumeth.2015.11.028  0.307
2015 Rosa MJ, Portugal L, Hahn T, Fallgatter AJ, Garrido MI, Shawe-Taylor J, Mourao-Miranda J. Sparse network-based models for patient classification using fMRI. Neuroimage. 105: 493-506. PMID 25463459 DOI: 10.1016/J.Neuroimage.2014.11.021  0.485
2014 Rocha-Rego V, Jogia J, Marquand AF, Mourao-Miranda J, Simmons A, Frangou S. Examination of the predictive value of structural magnetic resonance scans in bipolar disorder: a pattern classification approach. Psychological Medicine. 44: 519-32. PMID 23734914 DOI: 10.1017/S0033291713001013  0.343
2014 Evans S, Kyong JS, Rosen S, Golestani N, Warren JE, McGettigan C, Mourão-Miranda J, Wise RJ, Scott SK. The pathways for intelligible speech: multivariate and univariate perspectives. Cerebral Cortex (New York, N.Y. : 1991). 24: 2350-61. PMID 23585519 DOI: 10.1093/Cercor/Bht083  0.318
2014 Rondina JM, Hahn T, Oliveira Ld, Marquand AF, Dresler T, Leitner T, Fallgatter AJ, Shawe-Taylor J, Mourao-Miranda J. Correction to “SCoRS—A Method Based on Stability for Feature Selection and Mapping in Neuroimaging” [Jan 14 85-98] Ieee Transactions On Medical Imaging. 33: 794-794. DOI: 10.1109/Tmi.2014.2307811  0.575
2013 Rondina J, Hahn T, de Oliveira L, Marquand A, Dresler T, Leitner T, Fallgatter A, Shawe-Taylor J, Mourao-Miranda J. SCoRS - a method based on stability for feature selection and mapping in neuroimaging. Ieee Transactions On Medical Imaging. PMID 24043373 DOI: 10.1109/Tmi.2013.2281398  0.337
2013 Marquand AF, Filippone M, Ashburner J, Girolami M, Mourao-Miranda J, Barker GJ, Williams SC, Leigh PN, Blain CR. Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach. Plos One. 8: e69237. PMID 23869237 DOI: 10.1371/Journal.Pone.0069237  0.404
2013 Oliveira L, Ladouceur CD, Phillips ML, Brammer M, Mourao-Miranda J. What does brain response to neutral faces tell us about major depression? evidence from machine learning and fMRI. Plos One. 8: e60121. PMID 23560073 DOI: 10.1371/Journal.Pone.0060121  0.682
2013 Schrouff J, Rosa MJ, Rondina JM, Marquand AF, Chu C, Ashburner J, Phillips C, Richiardi J, Mourão-Miranda J. PRoNTo: pattern recognition for neuroimaging toolbox. Neuroinformatics. 11: 319-37. PMID 23417655 DOI: 10.1007/S12021-013-9178-1  0.331
2013 Hahn T, Marquand AF, Plichta MM, Ehlis AC, Schecklmann MW, Dresler T, Jarczok TA, Eirich E, Leonhard C, Reif A, Lesch KP, Brammer MJ, Mourao-Miranda J, Fallgatter AJ. A novel approach to probabilistic biomarker-based classification using functional near-infrared spectroscopy. Human Brain Mapping. 34: 1102-14. PMID 22965654 DOI: 10.1002/Hbm.21497  0.361
2012 Filippone M, Marquand AF, Blain CR, Williams SC, Mourão-Miranda J, Girolami M. PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES. The Annals of Applied Statistics. 6: 1883-1905. PMID 24523851 DOI: 10.1214/12-Aoas562  0.392
2012 Sato JR, Rondina JM, Mourão-Miranda J. Measuring abnormal brains: building normative rules in neuroimaging using one-class support vector machines. Frontiers in Neuroscience. 6: 178. PMID 23248579 DOI: 10.3389/Fnins.2012.00178  0.354
2012 Mourão-Miranda J, Almeida JR, Hassel S, de Oliveira L, Versace A, Marquand AF, Sato JR, Brammer M, Phillips ML. Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression. Bipolar Disorders. 14: 451-60. PMID 22631624 DOI: 10.1111/J.1399-5618.2012.01019.X  0.465
2012 Mourão-Miranda J, Oliveira L, Ladouceur CD, Marquand A, Brammer M, Birmaher B, Axelson D, Phillips ML. Pattern recognition and functional neuroimaging help to discriminate healthy adolescents at risk for mood disorders from low risk adolescents. Plos One. 7: e29482. PMID 22355302 DOI: 10.1371/Journal.Pone.0029482  0.705
2012 Klöppel S, Abdulkadir A, Jack CR, Koutsouleris N, Mourão-Miranda J, Vemuri P. Diagnostic neuroimaging across diseases. Neuroimage. 61: 457-63. PMID 22094642 DOI: 10.1016/J.Neuroimage.2011.11.002  0.312
2012 Mourao-Miranda J, Reinders AA, Rocha-Rego V, Lappin J, Rondina J, Morgan C, Morgan KD, Fearon P, Jones PB, Doody GA, Murray RM, Kapur S, Dazzan P. Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study. Psychological Medicine. 42: 1037-47. PMID 22059690 DOI: 10.1017/S0033291711002005  0.336
2011 Chu C, Mourão-Miranda J, Chiu YC, Kriegeskorte N, Tan G, Ashburner J. Utilizing temporal information in fMRI decoding: classifier using kernel regression methods. Neuroimage. 58: 560-71. PMID 21729756 DOI: 10.1016/J.Neuroimage.2011.06.053  0.39
2011 Mourão-Miranda J, Hardoon DR, Hahn T, Marquand AF, Williams SC, Shawe-Taylor J, Brammer M. Patient classification as an outlier detection problem: an application of the One-Class Support Vector Machine. Neuroimage. 58: 793-804. PMID 21723950 DOI: 10.1016/J.Neuroimage.2011.06.042  0.388
2011 Hahn T, Marquand AF, Ehlis AC, Dresler T, Kittel-Schneider S, Jarczok TA, Lesch KP, Jakob PM, Mourao-Miranda J, Brammer MJ, Fallgatter AJ. Integrating neurobiological markers of depression. Archives of General Psychiatry. 68: 361-8. PMID 21135315 DOI: 10.1001/Archgenpsychiatry.2010.178  0.443
2010 Szameitat AJ, Raabe M, Müller HJ, Greenlee MW, Mourão-Miranda J. Motor imagery of voluntary coughing: a functional MRI study using a support vector machine. Neuroreport. 21: 980-4. PMID 20736866 DOI: 10.1097/Wnr.0B013E32833E926F  0.346
2010 Ecker C, Marquand A, Mourão-Miranda J, Johnston P, Daly EM, Brammer MJ, Maltezos S, Murphy CM, Robertson D, Williams SC, Murphy DG. Describing the brain in autism in five dimensions--magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 10612-23. PMID 20702694 DOI: 10.1523/Jneurosci.5413-09.2010  0.404
2010 Plant C, Teipel SJ, Oswald A, Böhm C, Meindl T, Mourao-Miranda J, Bokde AW, Hampel H, Ewers M. Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. Neuroimage. 50: 162-74. PMID 19961938 DOI: 10.1016/J.Neuroimage.2009.11.046  0.335
2010 Marquand A, Howard M, Brammer M, Chu C, Coen S, Mourão-Miranda J. Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes. Neuroimage. 49: 2178-89. PMID 19879364 DOI: 10.1016/J.Neuroimage.2009.10.072  0.36
2010 Ecker C, Rocha-Rego V, Johnston P, Mourao-Miranda J, Marquand A, Daly EM, Brammer MJ, Murphy C, Murphy DG. Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach. Neuroimage. 49: 44-56. PMID 19683584 DOI: 10.1016/J.Neuroimage.2009.08.024  0.386
2009 Sato JR, Fujita A, Thomaz CE, Martin Mda G, Mourão-Miranda J, Brammer MJ, Amaro Junior E. Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction. Neuroimage. 46: 105-14. PMID 19457392 DOI: 10.1016/J.Neuroimage.2009.01.032  0.389
2009 Costafreda SG, Khanna A, Mourao-Miranda J, Fu CH. Neural correlates of sad faces predict clinical remission to cognitive behavioural therapy in depression. Neuroreport. 20: 637-41. PMID 19339907 DOI: 10.1097/Wnr.0B013E3283294159  0.344
2009 Hardoon DR, Ettinger U, Mourão-Miranda J, Antonova E, Collier D, Kumari V, Williams SC, Brammer M. Correlation-based multivariate analysis of genetic influence on brain volume. Neuroscience Letters. 450: 281-6. PMID 19028548 DOI: 10.1016/J.Neulet.2008.11.035  0.349
2009 Mourao-Miranda J, Ecker C, Sato JR, Brammer M. Dynamic changes in the mental rotation network revealed by pattern recognition analysis of fMRI data. Journal of Cognitive Neuroscience. 21: 890-904. PMID 18702583 DOI: 10.1162/Jocn.2009.21078  0.343
2009 Sato JR, da Graça Morais Martin M, Fujita A, Mourão-Miranda J, Brammer MJ, Amaro E. An fMRI normative database for connectivity networks using one-class support vector machines. Human Brain Mapping. 30: 1068-76. PMID 18412113 DOI: 10.1002/Hbm.20569  0.417
2009 Mourao-Miranda J, Hardoon D, Sato J, Brammer M. One class SVM for predicting brain state Neuroimage. 47: S57. DOI: 10.1016/S1053-8119(09)70222-8  0.33
2008 Sato JR, Mourão-Miranda J, Morais Martin Mda G, Amaro E, Morettin PA, Brammer MJ. The impact of functional connectivity changes on support vector machines mapping of fMRI data. Journal of Neuroscience Methods. 172: 94-104. PMID 18499266 DOI: 10.1016/J.Jneumeth.2008.04.008  0.411
2008 Fu CH, Mourao-Miranda J, Costafreda SG, Khanna A, Marquand AF, Williams SC, Brammer MJ. Pattern classification of sad facial processing: toward the development of neurobiological markers in depression. Biological Psychiatry. 63: 656-62. PMID 17949689 DOI: 10.1016/J.Biopsych.2007.08.020  0.485
2008 Friston K, Chu C, Mourão-Miranda J, Hulme O, Rees G, Penny W, Ashburner J. Bayesian decoding of brain images. Neuroimage. 39: 181-205. PMID 17919928 DOI: 10.1016/J.Neuroimage.2007.08.013  0.352
2007 Hardoon DR, Mourão-Miranda J, Brammer M, Shawe-Taylor J. Unsupervised analysis of fMRI data using kernel canonical correlation. Neuroimage. 37: 1250-9. PMID 17686634 DOI: 10.1016/J.Neuroimage.2007.06.017  0.36
2007 Mourão-Miranda J, Friston KJ, Brammer M. Dynamic discrimination analysis: a spatial-temporal SVM. Neuroimage. 36: 88-99. PMID 17400479 DOI: 10.1016/J.Neuroimage.2007.02.020  0.355
2006 Mourão-Miranda J, Reynaud E, McGlone F, Calvert G, Brammer M. The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage. 33: 1055-65. PMID 17010645 DOI: 10.1016/J.Neuroimage.2006.08.016  0.303
2005 Mourão-Miranda J, Bokde AL, Born C, Hampel H, Stetter M. Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data. Neuroimage. 28: 980-95. PMID 16275139 DOI: 10.1016/J.Neuroimage.2005.06.070  0.403
2003 Volchan E, Pereira MG, Oliveira Ld, Vargas C, Mourão-Miranda J, Azevedo TM, Machado-Pinheiro W, Pessoa L. [Emotional stimuli: sensory processing and motor responses]. Revista Brasileira De Psiquiatria (SãO Paulo, Brazil : 1999). 25: 29-32, 78. PMID 14978583 DOI: 10.1590/S1516-44462003000600007  0.707
2003 Mourão-Miranda J, Volchan E, Moll J, de Oliveira-Souza R, Oliveira L, Bramati I, Gattass R, Pessoa L. Contributions of stimulus valence and arousal to visual activation during emotional perception. Neuroimage. 20: 1955-63. PMID 14683701 DOI: 10.1016/J.Neuroimage.2003.08.011  0.751
2003 Vincent M, Pedra E, Mourão-Miranda J, Bramati IE, Henrique AR, Moll J. Enhanced interictal responsiveness of the migraineous visual cortex to incongruent bar stimulation: a functional MRI visual activation study. Cephalalgia : An International Journal of Headache. 23: 860-8. PMID 14616927 DOI: 10.1046/J.1468-2982.2003.00609.X  0.311
2002 Moll J, de Oliveira-Souza R, Eslinger PJ, Bramati IE, Mourão-Miranda J, Andreiuolo PA, Pessoa L. The neural correlates of moral sensitivity: a functional magnetic resonance imaging investigation of basic and moral emotions. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 22: 2730-6. PMID 11923438 DOI: 10.1523/Jneurosci.22-07-02730.2002  0.402
2001 Moll J, Oliveira-Souza R, Mouräo-Miranda J, Bramati I, Moll FT, Henrique AR, Pessoa L, Andreiuolo PA. Dissociable brain networks subserving social apperception and emotion Neuroimage. 13: 446. DOI: 10.1016/S1053-8119(01)91789-6  0.417
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