Janaina Mourao-Miranda

Multivariate pattern interpretation using PRoNTo

Christophe Phillips, Jonas Richiardi, John Ashburner, 2013 .

Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important

John Shawe-Taylor, Massimiliano Pontil, Andreas J. Fallgatter, 2018 .

Quantifying the Information Content of Brain Voxels Using Target Information, Gaussian Processes and Recursive Feature Elimination

Andre F. Marquand, Mitul A. Mehta, Janaina Mourao-Miranda, 2010, 2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging.

Pattern Recognition for Neuroimaging Toolbox

Christophe Phillips, Jonas Richiardi, John Ashburner, 2013 .

Proceedings - Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging, WBD 2010 - In Conjunction with the-International Conference on Pattern Recognition, ICPR 2010: Preface

Dimitri Van De Ville, Christos Davatzikos, Janaina Mourao-Miranda, 2010 .

Relevance Vector Regression Approach for Estimating Video Features from fMRI

John Ashburner, Geoffrey C. Y. Tan, Janaina Mourao-Miranda, 2002 .

Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain–Behavior Relationships

Michael Moutoussis, Gabriel Ziegler, Peter B. Jones, 2020, Biological Psychiatry.

A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets

John Ashburner, Rick A. Adams, Janaina Mourao-Miranda, 2021, NeuroImage.

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

Mary L. Phillips, Cecile D. Ladouceur, Janaina Mourao-Miranda, 2013, PloS one.

A novel approach to probabilistic biomarker‐based classification using functional near‐infrared spectroscopy

Ann-Christine Ehlis, Thomas Dresler, Tim Hahn, 2012, Human brain mapping.

Brain-behaviour modes of covariation in healthy and clinically depressed young people

Michael Moutoussis, Peter Fonagy, Edward T. Bullmore, 2018, bioRxiv.

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

Janaina Mourao-Miranda, Sergi G. Costafreda, J. Mourão-Miranda, 2009, Neuroreport.