Janaina Mourão Miranda

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 18

Top Topics

Machine Learning Models

Multiple Kernel

Canonical Correlation Analysis

Incomplete Data Sets

Top Venues

IEEE Trans. Medical Imaging

Publications

Fabio S. Ferreira, Ágoston Mihalik, Rick A. Adams, John Ashburner, Janaina Mourão Miranda
A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. NeuroImage 249 (2022)
Fabio S. Ferreira, Ágoston Mihalik, Rick A. Adams, John Ashburner, Janaina Mourão Miranda
A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. CoRR (2021)
Hao-Ting Wang, Jonathan Smallwood, Janaina Mourão Miranda, Cedric Huchuan Xia, Theodore D. Satterthwaite, Danielle S. Bassett, Danilo Bzdok
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists. NeuroImage 216 (2020)
Neil P. Oxtoby, Fabio S. Ferreira, Ágoston Mihalik, Tong Wu, Mikael Brudfors, Hongxiang Lin, Anita Rau, Stefano B. Blumberg, Maria Robu, Cemre Zor, Maira Tariq, Mar Estarellas Garcia, Baris Kanber, Daniil I. Nikitichev, Janaina Mourão Miranda
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology. ABCD-NP@MICCAI (2019)
Ágoston Mihalik, Mikael Brudfors, Maria Robu, Fabio S. Ferreira, Hongxiang Lin, Anita Rau, Tong Wu, Stefano B. Blumberg, Baris Kanber, Maira Tariq, Mar Estarellas Garcia, Cemre Zor, Daniil I. Nikitichev, Janaina Mourão Miranda, Neil P. Oxtoby
ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. ABCD-NP@MICCAI (2019)
Michele Donini, João M. Monteiro, Massimiliano Pontil, Tim Hahn, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important. NeuroImage 195 (2019)
André Altmann, Janaina Mourão Miranda
Evidence For Bias Of Genetic Ancestry In Resting State Functional MRI. ISBI (2019)
Jessica Schrouff, Janaina Mourão Miranda
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense? CoRR (2018)
Fabio S. Ferreira, Maria J. Rosa, Michael Moutoussis, Ray Dolan, John Shawe-Taylor, John Ashburner, Janaina Mourão Miranda
Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships. PRNI (2018)
Hao-Ting Wang, Jonathan Smallwood, Janaina Mourão Miranda, Cedric Huchuan Xia, Theodore D. Satterthwaite, Danielle S. Bassett, Danilo Bzdok
Finding the needle in high-dimensional haystack: A tutorial on canonical correlation analysis. CoRR (2018)
Jessica Schrouff, Janaina Mourão Miranda
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense? PRNI (2018)
Jessica Schrouff, João M. Monteiro, Liana Catarina Lima Portugal, Maria J. Rosa, Christophe Phillips, Janaina Mourão Miranda
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics 16 (1) (2018)
Vince D. Calhoun, Stephen M. Lawrie, Janaina Mourão Miranda, Klaas E. Stephan
Prediction of Individual Differences from Neuroimaging Data. NeuroImage 145 (2017)
Mireille Nieuwenhuis, Hugo G. Schnack, Neeltje E. M. van Haren, Julia M. Lappin, Craig Morgan, Antje A. Reinders, Diana Tordesillas-Gutierrez, Roberto Roiz-Santiañez, Maristela S. Schaufelberger, Pedro G. Rosa, Marcus V. Zanetti, Geraldo F. Busatto, Benedicto Crespo-Facorro, Patrick D. McGorry, Dennis Velakoulis, Christos Pantelis, Stephen J. Wood, René S. Kahn, Janaina Mourão Miranda, Paola Dazzan
Multi-center MRI prediction models: Predicting sex and illness course in first episode psychosis patients. NeuroImage 145 (2017)
Anil Rao, João M. Monteiro, Janaina Mourão Miranda, Alzheimer's Disease Neuroimaging Initiative
Predictive modelling using neuroimaging data in the presence of confounds. NeuroImage 150 (2017)
Orlando Fernandes Junior, Liana Catarina Lima Portugal, Rita de Cássia Soares Alves, Tiago Arruda-Sanchez, Anil Rao, Eliane Volchan, Mirtes Pereira, Leticia de Oliveira, Janaina Mourão Miranda
Decoding negative affect personality trait from patterns of brain activation to threat stimuli. NeuroImage 145 (2017)
Michele Donini, João M. Monteiro, Massimiliano Pontil, John Shawe-Taylor, Janaina Mourão Miranda
A multimodal multiple kernel learning approach to Alzheimer's disease detection. MLSP (2016)
Anil Rao, João M. Monteiro, Janaina Mourão Miranda
Prediction of clinical scores from neuroimaging data with censored likelihood gaussian processes. PRNI (2016)
Anil Rao, Joao M. Monteiro, John Ashburner, Liana Catarina Lima Portugal, Orlando Fernandes Junior, Leticia de Oliveira, Mirtes Pereira, Janaina Mourão Miranda
A Comparison of Strategies for Incorporating Nuisance Variables into Predictive Neuroimaging Models. PRNI (2015)
Joao M. Monteiro, Anil Rao, John Ashburner, John Shawe-Taylor, Janaina Mourão Miranda
Multivariate Effect Ranking via Adaptive Sparse PLS. PRNI (2015)
Maria J. Rosa, Liana Catarina Lima Portugal, Tim Hahn, Andreas J. Fallgatter, Marta I. Garrido, John Shawe-Taylor, Janaina Mourão Miranda
Sparse network-based models for patient classification using fMRI. NeuroImage 105 (2015)
Jessica Schrouff, Christophe Phillips, Josef Parvizi, Janaina Mourão Miranda
Predicting Numerical Processing in Naturalistic Settings from Controlled Experimental Conditions. PRNI (2015)
Jessica Schrouff, Brett L. Foster, V. Rangarajan, Christophe Phillips, Janaina Mourão Miranda, Josef Parvizi
Decoding memory processing from electro-corticography in human posteromedial cortex. PRNI (2014)
Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
SCoRS - A Method Based on Stability for Feature Selection and Apping in Neuroimaging. IEEE Trans. Medical Imaging 33 (1) (2014)
Jane M. Rondina, Tim Hahn, Leticia de Oliveira, Andre F. Marquand, Thomas Dresler, Thomas Leitner, Andreas J. Fallgatter, John Shawe-Taylor, Janaina Mourão Miranda
Correction to "SCoRS - A Method Based on Stability for Feature Selection and Mapping in Neuroimaging". IEEE Trans. Medical Imaging 33 (3) (2014)
João M. Monteiro, Anil Rao, John Ashburner, John Shawe-Taylor, Janaina Mourão Miranda
Leveraging Clinical Data to Enhance Localization of Brain Atrophy. MLINI@NIPS (2014)
Jane Maryam Rondina, John Shawe-Taylor, Janaina Mourão Miranda
Stability-Based Multivariate Mapping Using SCoRS. PRNI (2013)
Jessica Schrouff, Maria J. Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics 11 (3) (2013)
Maria J. Rosa, Liana Catarina Lima Portugal, John Shawe-Taylor, Janaina Mourão Miranda
Sparse Network-Based Models for Patient Classification Using fMRI. PRNI (2013)
Jessica Schrouff, Julien Crémers, Gaëtan Garraux, Luca Baldassarre, Janaina Mourão Miranda, Christophe Phillips
Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models. PRNI (2013)
Luca Baldassarre, Janaina Mourão Miranda, Massimiliano Pontil
Structured Sparsity Models for Brain Decoding from fMRI Data. PRNI (2012)
Stefan Klöppel, Ahmed Abdulkadir, Clifford R. Jack Jr., Nikolaos Koutsouleris, Janaina Mourão Miranda, Prashanthi Vemuri
Diagnostic neuroimaging across diseases. NeuroImage 61 (2) (2012)
Janaina Mourão Miranda, David R. Hardoon, Tim Hahn, Andre F. Marquand, Steven C. R. Williams, John Shawe-Taylor, Michael J. Brammer
Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine. NeuroImage 58 (3) (2011)
Jane M. Rondina, John Shawe-Taylor, Janaina Mourão Miranda
A New Feature Selection Method Based on Stability Theory - Exploring Parameters Space to Evaluate Classification Accuracy in Neuroimaging Data. MLINI (2011)
Carlton Chu, Janaina Mourão Miranda, Yu-Chin Chiu, Nikolaus Kriegeskorte, Geoffrey C. Y. Tan, John Ashburner
Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods. NeuroImage 58 (2) (2011)
Andre F. Marquand, Matthew Howard, Michael John Brammer, Carlton Chu, Steven Coen, Janaina Mourão Miranda
Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes. NeuroImage 49 (3) (2010)
Christine Ecker, Vanessa Rocha-Rego, Patrick J. Johnston, Janaina Mourão Miranda, Andre F. Marquand, Eileen M. Daly, Michael J. Brammer, Clodagh Murphy, Declan G. M. Murphy
Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach. NeuroImage 49 (1) (2010)
Claudia Plant, Stefan J. Teipel, Annahita Oswald, Christian Böhm, Thomas Meindl, Janaina Mourão Miranda, Arun L. W. Bokde, Harald Hampel, Michael Ewers
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. NeuroImage 50 (1) (2010)
João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão Miranda, Michael John Brammer, Edson Amaro Júnior
Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction. NeuroImage 46 (1) (2009)
Janaina Mourão Miranda, Christine Ecker, João Ricardo Sato, Michael J. Brammer
Dynamic Changes in the Mental Rotation Network Revealed by Pattern Recognition Analysis of fMRI Data. J. Cogn. Neurosci. 21 (5) (2009)
João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão Miranda, Michael John Brammer, Edson Amaro Jr.
Corrigendum to "Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction": [NeuroImage 46 (2009) 105-114]. NeuroImage 47 (1) (2009)
Karl J. Friston, Carlton Chu, Janaina Mourão Miranda, Oliver J. Hulme, Geraint Rees, Will D. Penny, John Ashburner
Bayesian decoding of brain images. NeuroImage 39 (1) (2008)
Janaina Mourão Miranda, Karl J. Friston, Michael John Brammer
Dynamic discrimination analysis: A spatial-temporal SVM. NeuroImage 36 (1) (2007)
David R. Hardoon, Janaina Mourão Miranda, Michael J. Brammer, John Shawe-Taylor
Using Image Stimuli to Drive fMRI Analysis. ICONIP (1) (2007)
João Ricardo Sato, André Fujita, Edson Amaro Jr., Janaina Mourão Miranda, Pedro Alberto Morettin, Michael John Brammer
DWT-CEM: an algorithm for scale-temporal clustering in fMRI. Biol. Cybern. 97 (1) (2007)
David R. Hardoon, Janaina Mourão Miranda, Michael J. Brammer, John Shawe-Taylor
Unsupervised analysis of fMRI data using kernel canonical correlation. NeuroImage 37 (4) (2007)
Janaina Mourão Miranda, Emanuelle Reynaud, Francis McGlone, Gemma A. Calvert, Michael J. Brammer
The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. NeuroImage 33 (4) (2006)
Janaina Mourão Miranda, Arun L. W. Bokde, Christine Born, Harald Hampel, Martin Stetter
Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data. NeuroImage 28 (4) (2005)
Janaina Mourão Miranda, Eliane Volchan, Jorge Moll, Ricardo de Oliveira-Souza, L. Oliveira, Ivanei E. Bramati, Ricardo Gattass, Luiz Pessoa
Contributions of stimulus valence and arousal to visual activation during emotional perception. NeuroImage 20 (4) (2003)