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

por Baldassarre, Luca, Pontil, Massimiliano, Mourão-Miranda, Janaina
Publicado 2017

Spectral density-based clustering algorithms for complex networks

por Ramos, Taiane Coelho, Mourão-Miranda, Janaina, Fujita, André
Publicado 2023

Predictive modelling using neuroimaging data in the presence of confounds

por Rao, Anil, Monteiro, Joao M., Mourao-Miranda, Janaina
Publicado 2017

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

por Sato, João Ricardo, Rondina, Jane Maryam, Mourão-Miranda, Janaina
Publicado 2012

Decoding intracranial EEG data with multiple kernel learning method

por Schrouff, Jessica, Mourão-Miranda, Janaina, Phillips, Christophe, Parvizi, Josef
Publicado 2016

A multiple hold-out framework for Sparse Partial Least Squares

por Monteiro, João M., Rao, Anil, Shawe-Taylor, John, Mourão-Miranda, Janaina
Publicado 2016

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

por Ferreira, Fabio S., Mihalik, Agoston, Adams, Rick A., Ashburner, John, Mourao-Miranda, Janaina
Publicado 2022

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

por Oliveira, Leticia, Ladouceur, Cecile D., Phillips, Mary L., Brammer, Michael, Mourao-Miranda, Janaina
Publicado 2013

Diagnostic neuroimaging across diseases

por Klöppel, Stefan, Abdulkadir, Ahmed, Jack, Clifford R., Koutsouleris, Nikolaos, Mourao-Miranda, Janaina, Vemuri, Prashanthi
Publicado 2011

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

por Donini, Michele, Monteiro, João M., Pontil, Massimiliano, Hahn, Tim, Fallgatter, Andreas J., Shawe-Taylor, John, Mourão-Miranda, Janaina
Publicado 2019

Pattern Classification of Working Memory Networks Reveals Differential Effects of Methylphenidate, Atomoxetine, and Placebo in Healthy Volunteers

por Marquand, Andre F, De Simoni, Sara, O'Daly, Owen G, Williams, Steven CR, Mourão-Miranda, Janaina, Mehta, Mitul A
Publicado 2011

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

por Mourão-Miranda, Janaina, Oliveira, Leticia, Ladouceur, Cecile D., Marquand, Andre, Brammer, Michael, Birmaher, Boris, Axelson, David, Phillips, Mary L.
Publicado 2012

Sparse network-based models for patient classification using fMRI

por Rosa, Maria J., Portugal, Liana, Hahn, Tim, Fallgatter, Andreas J., Garrido, Marta I., Shawe-Taylor, John, Mourao-Miranda, Janaina
Publicado 2015

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

por Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Publicado 2011

Fast temporal dynamics and causal relevance of face processing in the human temporal cortex

por Schrouff, Jessica, Raccah, Omri, Baek, Sori, Rangarajan, Vinitha, Salehi, Sina, Mourão-Miranda, Janaina, Helili, Zeinab, Daitch, Amy L., Parvizi, Josef
Publicado 2020

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

por Plant, Claudia, Teipel, Stefan J., Oswald, Annahita, Böhm, Christian, Meindl, Thomas, Mourao-Miranda, Janaina, Bokde, Arun W., Hampel, Harald, Ewers, Michael
Publicado 2010

How do you perceive threat? It’s all in your pattern of brain activity

por Fernandes, Orlando, Portugal, Liana Catrina Lima, Alves, Rita de Cássia S., Arruda-Sanchez, Tiago, Volchan, Eliane, Pereira, Mirtes Garcia, Mourão-Miranda, Janaina, Oliveira, Letícia
Publicado 2019

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

por Mourão-Miranda, Janaina, Almeida, Jorge RC, Hassel, Stefanie, de Oliveira, Leticia, Versace, Amelia, Marquand, Andre F, Sato, Joao R, Brammer, Michael, Phillips, Mary L
Publicado 2012

Decoding negative affect personality trait from patterns of brain activation to threat stimuli

por Fernandes Jr, Orlando, Portugal, Liana C.L., Alves, Rita de Cássia S., Arruda-Sanchez, Tiago, Rao, Anil, Volchan, Eliane, Pereira, Mirtes, Oliveira, Letícia, Mourao-Miranda, Janaina
Publicado 2017

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

por 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.
Publicado 2013