Published in Biol Psychiatry on June 06, 2007
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage (2007) 4.07
Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI. Neuroimage (2008) 3.74
Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study. Neuroimage (2008) 2.93
Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Arch Gen Psychiatry (2009) 2.17
General and specific cognitive deficits in schizophrenia: Goliath defeats David? Biol Psychiatry (2008) 1.86
Structural abnormalities in gyri of the prefrontal cortex in individuals with schizophrenia and their unaffected siblings. Br J Psychiatry (2010) 1.73
Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers. PLoS One (2012) 1.64
Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms. Biol Psychiatry (2009) 1.45
Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study. Psychol Med (2011) 1.25
Systemic hypotheses for generalized cognitive deficits in schizophrenia: a new take on an old problem. Schizophr Bull (2008) 1.21
Structural cerebral variations as useful endophenotypes in schizophrenia: do they help construct "extended endophenotypes"? Schizophr Bull (2008) 1.12
Resting-state multi-spectrum functional connectivity networks for identification of MCI patients. PLoS One (2012) 1.10
Generative embedding for model-based classification of fMRI data. PLoS Comput Biol (2011) 1.10
Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI). Neuroimage (2010) 1.09
Premorbid cognitive deficits in young relatives of schizophrenia patients. Front Hum Neurosci (2010) 1.01
Joint modeling of anatomical and functional connectivity for population studies. IEEE Trans Med Imaging (2011) 0.96
Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings. Neuroimage (2009) 0.95
A novel relational regularization feature selection method for joint regression and classification in AD diagnosis. Med Image Anal (2015) 0.92
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls. Neuroimage (2016) 0.92
Focal and global brain measurements in siblings of patients with schizophrenia. Schizophr Bull (2011) 0.92
Domain Transfer Learning for MCI Conversion Prediction. IEEE Trans Biomed Eng (2015) 0.89
Functional connectivity-based signatures of schizophrenia revealed by multiclass pattern analysis of resting-state fMRI from schizophrenic patients and their healthy siblings. Biomed Eng Online (2013) 0.88
Multi-atlas based representations for Alzheimer's disease diagnosis. Hum Brain Mapp (2014) 0.87
Towards the identification of imaging biomarkers in schizophrenia, using multivariate pattern classification at a single-subject level. Neuroimage Clin (2013) 0.87
JointMMCC: joint maximum-margin classification and clustering of imaging data. IEEE Trans Med Imaging (2012) 0.84
Individualized differential diagnosis of schizophrenia and mood disorders using neuroanatomical biomarkers. Brain (2015) 0.82
Classification of schizophrenia using feature-based morphometry. J Neural Transm (Vienna) (2011) 0.82
Multimodal manifold-regularized transfer learning for MCI conversion prediction. Brain Imaging Behav (2015) 0.75
Genome-wide association analysis of secondary imaging phenotypes from the Alzheimer's disease neuroimaging initiative study. Neuroimage (2016) 0.75
Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images. Medicine (Baltimore) (2016) 0.75
Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals. Neuroimage Clin (2016) 0.75
Electroconvulsive therapy-induced brain functional connectivity predicts therapeutic efficacy in patients with schizophrenia: a multivariate pattern recognition study. NPJ Schizophr (2017) 0.75
Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine. Front Neuroinform (2017) 0.75
Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci (2003) 7.26
Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. Neuroimage (2001) 4.58
Brain abnormality in schizophrenia. A systematic and quantitative review of volumetric magnetic resonance imaging studies. Br J Psychiatry (1998) 4.42
A review of diffusion tensor imaging studies in schizophrenia. J Psychiatr Res (2005) 4.34
Why voxel-based morphometric analysis should be used with great caution when characterizing group differences. Neuroimage (2004) 4.09
COMPARE: classification of morphological patterns using adaptive regional elements. IEEE Trans Med Imaging (2007) 3.72
An image-processing system for qualitative and quantitative volumetric analysis of brain images. J Comput Assist Tomogr (1998) 3.49
Mapping adolescent brain change reveals dynamic wave of accelerated gray matter loss in very early-onset schizophrenia. Proc Natl Acad Sci U S A (2001) 3.45
Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage (2004) 3.13
Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration. Neuroimage (2003) 2.70
Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. Arch Gen Psychiatry (2005) 2.59
Subcortical MRI volumes in neuroleptic-naive and treated patients with schizophrenia. Am J Psychiatry (1998) 2.09
Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. Med Image Comput Comput Assist Interv (2005) 2.05
Reduced dorsal and orbital prefrontal gray matter volumes in schizophrenia. Arch Gen Psychiatry (2000) 1.86
Temporolimbic volume reductions in schizophrenia. Arch Gen Psychiatry (2000) 1.66
Relations among clinical scales in schizophrenia. Am J Psychiatry (1991) 1.65
Structural brain abnormalities in patients with schizophrenia and their healthy siblings. Am J Psychiatry (2000) 1.55
Regional gray matter, white matter, and cerebrospinal fluid distributions in schizophrenic patients, their siblings, and controls. Arch Gen Psychiatry (1998) 1.50
Impact of normal sexual dimorphisms on sex differences in structural brain abnormalities in schizophrenia assessed by magnetic resonance imaging. Arch Gen Psychiatry (2002) 1.49
Hippocampal volumes in schizophrenic twins. Arch Gen Psychiatry (2004) 1.37
Decreased left amygdala and hippocampal volumes in young offspring at risk for schizophrenia. Schizophr Res (2002) 1.23
Hippocampal and anterior cingulate morphology in subjects at ultra-high-risk for psychosis: the role of family history of psychotic illness. Schizophr Res (2005) 1.04
Amygdala-hippocampal volume and verbal memory in first-degree relatives of schizophrenic patients. Psychiatry Res (2001) 1.03
Magnetic resonance imaging and spectroscopy in offspring at risk for schizophrenia: preliminary studies. Prog Neuropsychopharmacol Biol Psychiatry (1997) 0.96
Normal cerebral asymmetry in familial and non-familial schizophrenic probands and their unaffected relatives. Schizophr Res (2004) 0.83
HAMMER: hierarchical attribute matching mechanism for elastic registration. IEEE Trans Med Imaging (2002) 12.71
Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci (2003) 7.26
Multimodal classification of Alzheimer's disease and mild cognitive impairment. Neuroimage (2011) 5.24
Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth. Neuroimage (2012) 4.84
An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data. Neuroimage (2012) 4.30
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage (2007) 4.07
Altered neuregulin 1-erbB4 signaling contributes to NMDA receptor hypofunction in schizophrenia. Nat Med (2006) 4.00
Antipsychotic drug effects on brain morphology in first-episode psychosis. Arch Gen Psychiatry (2005) 3.78
Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI. Neuroimage (2008) 3.74
COMPARE: classification of morphological patterns using adaptive regional elements. IEEE Trans Med Imaging (2007) 3.72
Imaging cortical association tracts in the human brain using diffusion-tensor-based axonal tracking. Magn Reson Med (2002) 3.67
Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. Neuroimage (2011) 3.47
Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging. Neurobiol Aging (2006) 3.26
Spatial and temporal mapping of de novo mutations in schizophrenia to a fetal prefrontal cortical network. Cell (2013) 3.26
Computer-assisted imaging to assess brain structure in healthy and diseased brains. Lancet Neurol (2003) 3.26
A method for obtaining 3-dimensional facial expressions and its standardization for use in neurocognitive studies. J Neurosci Methods (2002) 3.25
Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy. Lancet Neurol (2011) 3.25
Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage (2004) 3.13
Sex differences in the structural connectome of the human brain. Proc Natl Acad Sci U S A (2013) 3.06
MicroRNA classifiers for predicting prognosis of squamous cell lung cancer. Cancer Res (2009) 3.05
Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study. Neuroimage (2008) 2.93
Neurophysiological endophenotypes of schizophrenia: the viability of selected candidate measures. Schizophr Bull (2006) 2.92
Initial heritability analyses of endophenotypic measures for schizophrenia: the consortium on the genetics of schizophrenia. Arch Gen Psychiatry (2007) 2.91
Evidence on the emergence of the brain's default network from 2-week-old to 2-year-old healthy pediatric subjects. Proc Natl Acad Sci U S A (2009) 2.91
Neurocognitive endophenotypes in a multiplex multigenerational family study of schizophrenia. Am J Psychiatry (2007) 2.84
Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration. Neuroimage (2003) 2.70
Spatial normalization of diffusion tensor fields. Magn Reson Med (2003) 2.70
Facial emotion recognition in schizophrenia: intensity effects and error pattern. Am J Psychiatry (2003) 2.69
Hierarchical active shape models, using the wavelet transform. IEEE Trans Med Imaging (2003) 2.67
Social cognition in schizophrenia: an NIMH workshop on definitions, assessment, and research opportunities. Schizophr Bull (2008) 2.59
Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. Arch Gen Psychiatry (2005) 2.59
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Med Image Anal (2010) 2.57
A cognitive neuroscience-based computerized battery for efficient measurement of individual differences: standardization and initial construct validation. J Neurosci Methods (2009) 2.55
Age group and sex differences in performance on a computerized neurocognitive battery in children age 8-21. Neuropsychology (2012) 2.54
The Consortium on the Genetics of Schizophrenia: neurocognitive endophenotypes. Schizophr Bull (2006) 2.53
An fMRI study of facial emotion processing in patients with schizophrenia. Am J Psychiatry (2002) 2.50
Deformable medical image registration: a survey. IEEE Trans Med Imaging (2013) 2.48
Dysbindin-1 is reduced in intrinsic, glutamatergic terminals of the hippocampal formation in schizophrenia. J Clin Invest (2004) 2.46
Comparative efficacy and safety of atypical and conventional antipsychotic drugs in first-episode psychosis: a randomized, double-blind trial of olanzapine versus haloperidol. Am J Psychiatry (2003) 2.43
Varenicline improves mood and cognition during smoking abstinence. Biol Psychiatry (2008) 2.29
CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Neuroimage (2005) 2.27
EliXR: an approach to eligibility criteria extraction and representation. J Am Med Inform Assoc (2011) 2.26
Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. Acad Radiol (2008) 2.25
Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Arch Gen Psychiatry (2009) 2.17
Psychiatric disorders from childhood to adulthood in 22q11.2 deletion syndrome: results from the International Consortium on Brain and Behavior in 22q11.2 Deletion Syndrome. Am J Psychiatry (2014) 2.15
Neonatal brain image segmentation in longitudinal MRI studies. Neuroimage (2009) 2.14
Differences in facial expressions of four universal emotions. Psychiatry Res (2004) 2.11
Trial of family and friend support for weight loss in African American adults. Arch Intern Med (2009) 2.10
Infant brain atlases from neonates to 1- and 2-year-olds. PLoS One (2011) 2.08
Working memory for complex figures: an fMRI comparison of letter and fractal n-back tasks. Neuropsychology (2002) 2.07
Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. Med Image Comput Comput Assist Interv (2005) 2.05
Multiscale Adaptive Regression Models for Neuroimaging Data. J R Stat Soc Series B Stat Methodol (2011) 2.04
The Clinical Assessment Interview for Negative Symptoms (CAINS): final development and validation. Am J Psychiatry (2013) 2.04
Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme. Magn Reson Med (2009) 2.00
Leftward asymmetry in relative fiber density of the arcuate fasciculus. Neuroreport (2005) 1.96
Analysis of 94 candidate genes and 12 endophenotypes for schizophrenia from the Consortium on the Genetics of Schizophrenia. Am J Psychiatry (2011) 1.93
Puberty-related influences on brain development. Mol Cell Endocrinol (2006) 1.93
Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping. Neuroimage (2004) 1.90
Segmenting CT prostate images using population and patient-specific statistics for radiotherapy. Med Phys (2010) 1.90
The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data. Brain Imaging Behav (2014) 1.90
An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects. J Math Biol (2007) 1.90
Robust deformable-surface-based skull-stripping for large-scale studies. Med Image Comput Comput Assist Interv (2011) 1.88
The Consortium on the Genetics of Endophenotypes in Schizophrenia: model recruitment, assessment, and endophenotyping methods for a multisite collaboration. Schizophr Bull (2006) 1.88
A framework for callosal fiber distribution analysis. Neuroimage (2002) 1.87
General and specific cognitive deficits in schizophrenia: Goliath defeats David? Biol Psychiatry (2008) 1.86
Strong synaptic transmission impact by copy number variations in schizophrenia. Proc Natl Acad Sci U S A (2010) 1.85
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. Neuroimage (2006) 1.85