Janaina Mourao-Miranda - Publications

Affiliations: 
Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil 

45 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
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  0.52
2017 Rao A, Monteiro JM, Mourao-Miranda J. Predictive Modelling using Neuroimaging Data in the Presence of Confounds. Neuroimage. PMID 28143776 DOI: 10.1016/j.neuroimage.2017.01.066  0.32
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
2014 Schrouff J, Foster B, Rangarajan V, Phillips C, Mourao-Miranda J, Parvizi J. Decoding memory processing from electro-corticography in human posteromedial cortex Proceedings - 2014 International Workshop On Pattern Recognition in Neuroimaging, Prni 2014. DOI: 10.1109/PRNI.2014.6858543  0.52
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  0.52
2013 Almeida JR, Mourao-Miranda J, Aizenstein HJ, Versace A, Kozel FA, Lu H, Marquand A, LaBarbara EJ, Brammer M, Trivedi M, Kupfer DJ, Phillips ML. Pattern recognition analysis of anterior cingulate cortex blood flow to classify depression polarity. The British Journal of Psychiatry : the Journal of Mental Science. 203: 310-1. PMID 23969484 DOI: 10.1192/bjp.bp.112.122838  0.52
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  0.52
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  0.52
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  0.52
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  0.52
2013 Rondina JM, Shawe-Taylor J, Mourao-Miranda J. Stability-based multivariate mapping using SCoRS Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 198-202. DOI: 10.1109/PRNI.2013.58  0.52
2013 Schrouff J, Cremers J, Garraux G, Baldassarre L, Mourao-Miranda J, Phillips C. Localizing and comparing weight maps generated from linear kernel machine learning models Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 124-127. DOI: 10.1109/PRNI.2013.40  0.52
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  0.52
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  0.52
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  0.52
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  0.52
2012 Davatzikos C, Grosse-Wentrup M, Mourao-Miranda J, Van De Ville D. Welcome message from the general chairs Proceedings - 2012 2nd International Workshop On Pattern Recognition in Neuroimaging, Prni 2012. viii. DOI: 10.1109/PRNI.2012.4  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
2010 Marquand AF, De Simoni S, O'Daly OG, Mehta MA, Mourao-Miranda J. Quantifying the information content of brain voxels using Target Information, Gaussian processes and recursive feature elimination Proceedings - Workshop On Brain Decoding: Pattern Recognition Challenges in Neuroimaging, Wbd 2010 - in Conjunction With Theinternational Conference On Pattern Recognition, Icpr 2010. 13-16. DOI: 10.1109/WBD.2010.12  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
2008 Marquand AF, Mourão-Miranda J, Brammer MJ, Cleare AJ, Fu CH. Neuroanatomy of verbal working memory as a diagnostic biomarker for depression. Neuroreport. 19: 1507-11. PMID 18797307 DOI: 10.1097/WNR.0b013e328310425e  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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  0.52
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