Published in Neuroimage on February 24, 2010
Diagnostic neuroimaging across diseases. Neuroimage (2011) 1.66
Decoding temporal structure in music and speech relies on shared brain resources but elicits different fine-scale spatial patterns. Cereb Cortex (2010) 1.36
Neuroanatomical correlates of developmental dyscalculia: combined evidence from morphometry and tractography. Front Hum Neurosci (2009) 1.25
A review of feature reduction techniques in neuroimaging. Neuroinformatics (2014) 1.16
Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty. Neuroimage (2011) 1.13
Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. Neuroimage (2013) 1.12
Total variation regularization for fMRI-based prediction of behavior. IEEE Trans Med Imaging (2011) 1.00
Sparse Methods for Biomedical Data. SIGKDD Explor (2012) 0.99
Tensor Regression with Applications in Neuroimaging Data Analysis. J Am Stat Assoc (2013) 0.98
High dimensional classification of structural MRI Alzheimer's disease data based on large scale regularization. Front Neuroinform (2011) 0.96
Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: a multi-class pattern recognition approach. Neuroimage (2012) 0.96
Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia. Neuroimage (2011) 0.93
How does a child solve 7 + 8? Decoding brain activity patterns associated with counting and retrieval strategies. Dev Sci (2011) 0.92
Alzheimer's disease risk assessment using large-scale machine learning methods. PLoS One (2013) 0.91
Evaluation of pattern recognition and feature extraction methods in ADHD prediction. Front Syst Neurosci (2012) 0.91
Sparse canonical correlation analysis relates network-level atrophy to multivariate cognitive measures in a neurodegenerative population. Neuroimage (2013) 0.90
Spectral organization of the human lateral superior temporal gyrus revealed by intracranial recordings. Cereb Cortex (2012) 0.90
Classification of structural MRI images in Alzheimer's disease from the perspective of ill-posed problems. PLoS One (2012) 0.88
Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine. Neuroimage (2014) 0.86
Bayesian scalar-on-image regression with application to association between intracranial DTI and cognitive outcomes. Neuroimage (2013) 0.85
Automated identification of cell-type-specific genes in the mouse brain by image computing of expression patterns. BMC Bioinformatics (2014) 0.85
Model-based feature construction for multivariate decoding. Neuroimage (2010) 0.85
Combining graph and machine learning methods to analyze differences in functional connectivity across sex. Open Neuroimag J (2012) 0.84
Nonpolitical images evoke neural predictors of political ideology. Curr Biol (2014) 0.83
SGPP: spatial Gaussian predictive process models for neuroimaging data. Neuroimage (2013) 0.83
Neural Activity Reveals Preferences Without Choices. Am Econ J Microecon (2014) 0.82
Computing group cardinality constraint solutions for logistic regression problems. Med Image Anal (2016) 0.81
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data. Neuroimage (2015) 0.81
Connectomics and new approaches for analyzing human brain functional connectivity. Gigascience (2015) 0.81
Clinical risk prediction by exploring high-order feature correlations. AMIA Annu Symp Proc (2014) 0.81
A semi-supervised Support Vector Machine model for predicting the language outcomes following cochlear implantation based on pre-implant brain fMRI imaging. Brain Behav (2015) 0.79
Multiclass Sparse Bayesian Regression for fMRI-Based Prediction. Int J Biomed Imaging (2011) 0.78
Spatially aggregated multiclass pattern classification in functional MRI using optimally selected functional brain areas. Magn Reson Imaging (2012) 0.77
Fast bootstrapping and permutation testing for assessing reproducibility and interpretability of multivariate fMRI decoding models. PLoS One (2013) 0.77
Functional neuroimaging of visuospatial working memory tasks enables accurate detection of attention deficit and hyperactivity disorder. Neuroimage Clin (2015) 0.76
Decoding Subjective Intensity of Nociceptive Pain from Pre-stimulus and Post-stimulus Brain Activities. Front Comput Neurosci (2016) 0.76
Supervised, Multivariate, Whole-Brain Reduction Did Not Help to Achieve High Classification Performance in Schizophrenia Research. Front Neurosci (2016) 0.76
MRI-based intelligence quotient (IQ) estimation with sparse learning. PLoS One (2015) 0.75
Graph-based inter-subject pattern analysis of FMRI data. PLoS One (2014) 0.75
Resting State fMRI Functional Connectivity Analysis Using Dynamic Time Warping. Front Neurosci (2017) 0.75
Granular computing with multiple granular layers for brain big data processing. Brain Inform (2014) 0.75
Penalized likelihood phenotyping: unifying voxelwise analyses and multi-voxel pattern analyses in neuroimaging: penalized likelihood phenotyping. Neuroinformatics (2013) 0.75
Tonotopic and Field-Specific Representation of Long-Lasting Sustained Activity in Rat Auditory Cortex. Front Neural Circuits (2016) 0.75
Will big data yield new mathematics? An evolving synergy with neuroscience. IMA J Appl Math (2016) 0.75
Predicting the knowledge-recklessness distinction in the human brain. Proc Natl Acad Sci U S A (2017) 0.75
Neuroimaging Evidence for 2 Types of Plasticity in Association with Visual Perceptual Learning. Cereb Cortex (2016) 0.75
Computational approaches to fMRI analysis. Nat Neurosci (2017) 0.75
Extracting patterns of morphometry distinguishing HIV associated neurodegeneration from mild cognitive impairment via group cardinality constrained classification. Hum Brain Mapp (2016) 0.75
Information-based functional brain mapping. Proc Natl Acad Sci U S A (2006) 9.33
Movement-related effects in fMRI time-series. Magn Reson Med (1996) 8.87
Sparse multinomial logistic regression: fast algorithms and generalization bounds. IEEE Trans Pattern Anal Mach Intell (2005) 7.38
Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage (2003) 7.22
Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat Neurosci (2005) 6.16
Machine learning classifiers and fMRI: a tutorial overview. Neuroimage (2008) 5.74
Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data. Neuroimage (2005) 4.83
Self-navigated spiral fMRI: interleaved versus single-shot. Magn Reson Med (1998) 4.61
Reading hidden intentions in the human brain. Curr Biol (2007) 3.98
"Who" is saying "what"? Brain-based decoding of human voice and speech. Science (2008) 3.15
The role of left inferior frontal and superior temporal cortex in sentence comprehension: localizing syntactic and semantic processes. Cereb Cortex (2003) 3.06
Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage (2008) 3.01
Bach speaks: a cortical "language-network" serves the processing of music. Neuroimage (2002) 2.06
The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage (2006) 1.89
Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. Neuroimage (2008) 1.83
Response of anterior temporal cortex to syntactic and prosodic manipulations during sentence processing. Hum Brain Mapp (2005) 1.57
Musical structure is processed in "language" areas of the brain: a possible role for Brodmann Area 47 in temporal coherence. Neuroimage (2003) 1.53
Interpreting single trial data using groupwise regularisation. Neuroimage (2009) 1.41
Decoding temporal structure in music and speech relies on shared brain resources but elicits different fine-scale spatial patterns. Cereb Cortex (2010) 1.36
Prediction and interpretation of distributed neural activity with sparse models. Neuroimage (2008) 1.35
Systematic regularization of linear inverse solutions of the EEG source localization problem. Neuroimage (2002) 1.30
Selective attention to semantic and syntactic features modulates sentence processing networks in anterior temporal cortex. Cereb Cortex (2008) 1.19
Interpretable classifiers for FMRI improve prediction of purchases. IEEE Trans Neural Syst Rehabil Eng (2008) 1.13
A hybrid SVM-GLM approach for fMRI data analysis. Neuroimage (2009) 0.95
From air oscillations to music and speech: functional magnetic resonance imaging evidence for fine-tuned neural networks in audition. J Neurosci (2006) 0.87
Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci U S A (2002) 31.14
Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci U S A (2004) 19.84
Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci (2007) 19.58
Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex (2008) 9.38
Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatry (2007) 9.08
A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci U S A (2008) 7.54
Default-mode activity during a passive sensory task: uncoupled from deactivation but impacting activation. J Cogn Neurosci (2004) 7.29
Development of large-scale functional brain networks in children. PLoS Biol (2009) 5.25
Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLoS Comput Biol (2008) 5.15
Large-scale brain networks in cognition: emerging methods and principles. Trends Cogn Sci (2010) 5.09
White matter development during childhood and adolescence: a cross-sectional diffusion tensor imaging study. Cereb Cortex (2005) 4.07
White matter structure in autism: preliminary evidence from diffusion tensor imaging. Biol Psychiatry (2004) 3.70
Persistent default-mode network connectivity during light sedation. Hum Brain Mapp (2008) 3.66
Distinct cerebellar contributions to intrinsic connectivity networks. J Neurosci (2009) 3.27
Failure of anterior cingulate activation and connectivity with the amygdala during implicit regulation of emotional processing in generalized anxiety disorder. Am J Psychiatry (2010) 3.14
Maturation of brain function associated with response inhibition. J Am Acad Child Adolesc Psychiatry (2002) 3.00
Disrupted amygdalar subregion functional connectivity and evidence of a compensatory network in generalized anxiety disorder. Arch Gen Psychiatry (2009) 2.67
A developmental fMRI study of the Stroop color-word task. Neuroimage (2002) 2.61
Development of functional and structural connectivity within the default mode network in young children. Neuroimage (2010) 2.31
Anomalous prefrontal-subcortical activation in familial pediatric bipolar disorder: a functional magnetic resonance imaging investigation. Arch Gen Psychiatry (2004) 2.20
Dissociable connectivity within human angular gyrus and intraparietal sulcus: evidence from functional and structural connectivity. Cereb Cortex (2010) 2.10
Brain hyperconnectivity in children with autism and its links to social deficits. Cell Rep (2013) 2.05
Dynamic reconfiguration of structural and functional connectivity across core neurocognitive brain networks with development. J Neurosci (2011) 2.00
At the heart of the ventral attention system: the right anterior insula. Hum Brain Mapp (2009) 1.96
The anterior insula in autism: under-connected and under-examined. Neurosci Biobehav Rev (2009) 1.95
Salience network-based classification and prediction of symptom severity in children with autism. JAMA Psychiatry (2013) 1.87
Default mode network abnormalities in bipolar disorder and schizophrenia. Psychiatry Res (2010) 1.84
Humor modulates the mesolimbic reward centers. Neuron (2003) 1.83
Unsupervised method for automatic construction of a disease dictionary from a large free text collection. AMIA Annu Symp Proc (2008) 1.78
Typical and atypical development of functional human brain networks: insights from resting-state FMRI. Front Syst Neurosci (2010) 1.74
Underconnectivity between voice-selective cortex and reward circuitry in children with autism. Proc Natl Acad Sci U S A (2013) 1.73
Reconceptualizing functional brain connectivity in autism from a developmental perspective. Front Hum Neurosci (2013) 1.68
Combining text classification and Hidden Markov Modeling techniques for categorizing sentences in randomized clinical trial abstracts. AMIA Annu Symp Proc (2006) 1.60
Parietal attentional system aberrations during target detection in adolescents with attention deficit hyperactivity disorder: event-related fMRI evidence. Am J Psychiatry (2006) 1.55
Neural dynamics of event segmentation in music: converging evidence for dissociable ventral and dorsal networks. Neuron (2007) 1.55
Amygdalar activation associated with positive and negative facial expressions. Neuroreport (2002) 1.55
Musical structure is processed in "language" areas of the brain: a possible role for Brodmann Area 47 in temporal coherence. Neuroimage (2003) 1.53
Event-related FMRI evidence of frontotemporal involvement in aberrant response inhibition and task switching in attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry (2004) 1.52
Functional brain activation during arithmetic processing in females with fragile X Syndrome is related to FMR1 protein expression. Hum Brain Mapp (2002) 1.46
Temporal dynamics of basal ganglia response and connectivity during verbal working memory. Neuroimage (2006) 1.44
Default mode network in childhood autism: posteromedial cortex heterogeneity and relationship with social deficits. Biol Psychiatry (2013) 1.41
Emotional attribution in high-functioning individuals with autistic spectrum disorder: a functional imaging study. J Am Acad Child Adolesc Psychiatry (2004) 1.39
Decoding temporal structure in music and speech relies on shared brain resources but elicits different fine-scale spatial patterns. Cereb Cortex (2010) 1.36
White matter tract alterations in fragile X syndrome: preliminary evidence from diffusion tensor imaging. Am J Med Genet B Neuropsychiatr Genet (2003) 1.31
Regional analysis of hippocampal activation during memory encoding and retrieval: fMRI study. Hippocampus (2003) 1.29
Musical rhythm spectra from Bach to Joplin obey a 1/f power law. Proc Natl Acad Sci U S A (2012) 1.27
Neural predictors of individual differences in response to math tutoring in primary-grade school children. Proc Natl Acad Sci U S A (2013) 1.26
Functional neuroanatomy of spatial orientation processing in Turner syndrome. Cereb Cortex (2004) 1.25
Neuroanatomical correlates of developmental dyscalculia: combined evidence from morphometry and tractography. Front Hum Neurosci (2009) 1.25
Differential electrophysiological response during rest, self-referential, and non-self-referential tasks in human posteromedial cortex. Proc Natl Acad Sci U S A (2011) 1.25
Developmental maturation of dynamic causal control signals in higher-order cognition: a neurocognitive network model. PLoS Comput Biol (2012) 1.24
The neurodevelopmental basis of math anxiety. Psychol Sci (2012) 1.21
Posttraumatic stress symptoms and brain function during a response-inhibition task: an fMRI study in youth. Depress Anxiety (2008) 1.20
Multivariate searchlight classification of structural magnetic resonance imaging in children and adolescents with autism. Biol Psychiatry (2011) 1.20
A cross-modal system linking primary auditory and visual cortices: evidence from intrinsic fMRI connectivity analysis. Hum Brain Mapp (2008) 1.18
What difference does a year of schooling make? Maturation of brain response and connectivity between 2nd and 3rd grades during arithmetic problem solving. Neuroimage (2011) 1.17
Arithmetic ability and parietal alterations: a diffusion tensor imaging study in velocardiofacial syndrome. Brain Res Cogn Brain Res (2005) 1.15
Personality predicts activity in reward and emotional regions associated with humor. Proc Natl Acad Sci U S A (2005) 1.14
Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty. Neuroimage (2011) 1.13
Here's looking at you, kid: neural systems underlying face and gaze processing in fragile X syndrome. Arch Gen Psychiatry (2004) 1.12
Neural correlates of auditory perception in Williams syndrome: an fMRI study. Neuroimage (2003) 1.12
Investigation of white matter structure in velocardiofacial syndrome: a diffusion tensor imaging study. Am J Psychiatry (2003) 1.12
fMRI study of cognitive interference processing in females with fragile X syndrome. J Cogn Neurosci (2002) 1.08
Neuro-functional differences associated with arithmetic processing in Turner syndrome. Cereb Cortex (2005) 1.07
Sex differences in brain activation elicited by humor. Proc Natl Acad Sci U S A (2005) 1.07
Converging evidence for abnormalities of the prefrontal cortex and evaluation of midsagittal structures in pediatric posttraumatic stress disorder: an MRI study. Psychiatry Res (2009) 1.06
Neurobiological underpinnings of math and reading learning disabilities. J Learn Disabil (2013) 1.06
Multivariate dynamical systems models for estimating causal interactions in fMRI. Neuroimage (2010) 1.04
Hippocampal-prefrontal engagement and dynamic causal interactions in the maturation of children's fact retrieval. J Cogn Neurosci (2012) 1.02
Functional dissociations between four basic arithmetic operations in the human posterior parietal cortex: a cytoarchitectonic mapping study. Neuropsychologia (2011) 1.02
Immature integration and segregation of emotion-related brain circuitry in young children. Proc Natl Acad Sci U S A (2012) 1.02
Trait anhedonia is associated with reduced reactivity and connectivity of mesolimbic and paralimbic reward pathways. J Psychiatr Res (2013) 1.01
Standardized assessment of strategy use and working memory in early mental arithmetic performance. Dev Neuropsychol (2008) 1.00
Weak task-related modulation and stimulus representations during arithmetic problem solving in children with developmental dyscalculia. Dev Cogn Neurosci (2011) 1.00
Math anxiety in second and third graders and its relation to mathematics achievement. Front Psychol (2012) 0.98
Combining fMRI with EEG and MEG in order to relate patterns of brain activity to cognition. Int J Psychophysiol (2009) 0.98
Effect of head orientation on gaze processing in fusiform gyrus and superior temporal sulcus. Neuroimage (2003) 0.96
Inter-subject synchronization of brain responses during natural music listening. Eur J Neurosci (2013) 0.94
Reduced parietal and visual cortical activation during global processing in Williams syndrome. Dev Med Child Neurol (2007) 0.94
How does a child solve 7 + 8? Decoding brain activity patterns associated with counting and retrieval strategies. Dev Sci (2011) 0.92
Abnormal prefrontal cortex function during response inhibition in Turner syndrome: functional magnetic resonance imaging evidence. Biol Psychiatry (2003) 0.92
Gender differences in the functional and structural neuroanatomy of mathematical cognition. Neuroimage (2009) 0.91
Role of the anterior insular cortex in integrative causal signaling during multisensory auditory-visual attention. Eur J Neurosci (2014) 0.91
A parcellation scheme based on von Mises-Fisher distributions and Markov random fields for segmenting brain regions using resting-state fMRI. Neuroimage (2012) 0.89
Reduced basal forebrain and hippocampal activation during memory encoding in girls with fragile X syndrome. Neuroreport (2004) 0.88
Multivariate activation and connectivity patterns discriminate speech intelligibility in Wernicke's, Broca's, and Geschwind's areas. Cereb Cortex (2012) 0.87
Functional brain basis of hypnotizability. Arch Gen Psychiatry (2012) 0.87