Pattern classification predicts individuals’ responses to affective stimuli

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

Integrating Neurobiological Markers of Depression

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

Differentiating Heavy from Light Drinkers by Neural Responses to Visual Alcohol Cues and Other Motivational Stimuli

(2010) N. Ihssen et al.   CEREBRAL CORTEX

Supramodal Representations of Perceived Emotions in the Human Brain

(2010) M. V. Peelen et al.   JOURNAL OF NEUROSCIENCE

Real-time support vector classification and feedback of multiple emotional brain states

(2010) Ranganatha Sitaram et al.   NEUROIMAGE

Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition

(2009) Nikolaos Koutsouleris et al.   ARCHIVES OF GENERAL PSYCHIATRY

Sound Categories Are Represented as Distributed Patterns in the Human Auditory Cortex

(2009) Noël Staeren et al.   CURRENT BIOLOGY

Decoding of Emotional Information in Voice-Sensitive Cortices

(2009) Thomas Ethofer et al.   CURRENT BIOLOGY

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

(2009) Emilie Gerardin et al.   NEUROIMAGE

Sex-related differences in neural activity during emotion regulation

(2009) Amanda K.Y. Mak et al.   NEUROPSYCHOLOGIA

Prediction of Subjective Affective State From Brain Activations

(2008) Edmund T. Rolls et al.   JOURNAL OF NEUROPHYSIOLOGY

Temporary Activation of Long-Term Memory Supports Working Memory

(2008) J. A. Lewis-Peacock et al.   JOURNAL OF NEUROSCIENCE

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

(2008) Federico De Martino et al.   NEUROIMAGE

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

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

"Who" Is Saying "What"? Brain-Based Decoding of Human Voice and Speech

(2008) E. Formisano et al.   SCIENCE