MANIA—A Pattern Classification Toolbox for Neuroimaging Data

Pattern recognition analysis of anterior cingulate cortex blood flow to classify depression polarity

(2013) J. R. C. Almeida et al.   BRITISH JOURNAL OF PSYCHIATRY

Pattern classification of brain activation during emotional processing in subclinical depression: psychosis proneness as potential confounding factor

(2013) Gemma Modinos et al.   PeerJ

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

(2012) Janaina Mourão-Miranda et al.   BIPOLAR DISORDERS

Discriminating unipolar and bipolar depression by means of fMRI and pattern classification: a pilot study

(2012) Dominik Grotegerd et al.   EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

A WEKA Interface for fMRI Data

(2012) M. Pyka et al.   NEUROINFORMATICS

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

(2012) Janaina Mourão-Miranda et al.   PLoS One

Improved Bevirimat resistance prediction by combination of structural and sequence-based classifiers

(2011) J Nikolaj Dybowski et al.   BioData Mining

Integrating Neurobiological Markers of Depression

(2010) Tim Hahn et al.   ARCHIVES OF GENERAL PSYCHIATRY

Random Subspace Ensembles for fMRI Classification

(2010) L.I. Kuncheva et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Classifier ensembles for fMRI data analysis: an experiment

(2010) Ludmila I. Kuncheva et al.   MAGNETIC RESONANCE IMAGING

Sparse logistic regression for whole-brain classification of fMRI data

(2010) Srikanth Ryali et al.   NEUROIMAGE

Recursive Cluster Elimination Based Support Vector Machine for Disease State Prediction Using Resting State Functional and Effective Brain Connectivity

(2010) Gopikrishna Deshpande et al.   PLoS One

Disease state prediction from resting state functional connectivity

(2009) R. Cameron Craddock et al.   MAGNETIC RESONANCE IN MEDICINE

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction

(2009) João Ricardo Sato et al.   NEUROIMAGE

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

(2009) Andre Marquand et al.   NEUROIMAGE

PyMVPA: a Python Toolbox for Multivariate Pattern Analysis of fMRI Data

(2009) Michael Hanke et al.   NEUROINFORMATICS

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino et al.   NEUROIMAGE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE

Correlation-based multivariate analysis of genetic influence on brain volume

(2008) David R. Hardoon et al.   NEUROSCIENCE LETTERS

Using fMRI Brain Activation to Identify Cognitive States Associated with Perception of Tools and Dwellings

(2008) Svetlana V. Shinkareva et al.   PLoS One

Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression

(2007) Cynthia H.Y. Fu et al.   BIOLOGICAL PSYCHIATRY