Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals

Heterogeneity of neuroanatomical patterns in prodromal Alzheimer’s disease: links to cognition, progression and biomarkers

(2016) Aoyan Dong et al.   BRAIN

Abnormal asymmetries in subcortical brain volume in schizophrenia

(2016) N Okada et al.   MOLECULAR PSYCHIATRY

MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection

(2016) Jimit Doshi et al.   NEUROIMAGE

Schizophrenia Patients Demonstrate Both Inter-Voxel Level and Intra-Voxel Level White Matter Alterations

(2016) Chuanjun Zhuo et al.   PLoS One

Progressive brain changes in children and adolescents with early-onset psychosis: A meta-analysis of longitudinal MRI studies

(2016) David Fraguas et al.   SCHIZOPHRENIA RESEARCH

Neural substrates underlying delusions in schizophrenia

(2016) Jiajia Zhu et al.   Scientific Reports

Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms

(2016) Theodore D. Satterthwaite et al.   JAMA Psychiatry

Genetic Sources of Subcomponents of Event-Related Potential in the Dimension of Psychosis Analyzed From the B-SNIP Study

(2015) Balaji Narayanan et al.   AMERICAN JOURNAL OF PSYCHIATRY

Erratum: Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium

(2015) T G M van Erp et al.   MOLECULAR PSYCHIATRY

Detecting Neuroimaging Biomarkers for Schizophrenia: A Meta-Analysis of Multivariate Pattern Recognition Studies

(2015) Joseph Kambeitz et al.   NEUROPSYCHOPHARMACOLOGY

Compromised small-world efficiency of structural brain networks in schizophrenic patients and their unaffected parents

(2015) Hao Yan et al.   Neuroscience Bulletin

Decreased bilateral thalamic gray matter volume in first-episode schizophrenia with prominent hallucinatory symptoms: A volumetric MRI study

(2015) Peng Huang et al.   Scientific Reports

Evidence of a dissociation pattern in default mode subnetwork functional connectivity in schizophrenia

(2015) Huaning Wang et al.   Scientific Reports

Predictors of schizophrenia spectrum disorders in early-onset first episodes of psychosis: a support vector machine model

(2014) Laura Pina-Camacho et al.   EUROPEAN CHILD & ADOLESCENT PSYCHIATRY

Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights

(2014) Yangming Ou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation

(2014) Chunming Li et al.   MAGNETIC RESONANCE IMAGING

Heterogeneity of Structural Brain Changes in Subtypes of Schizophrenia Revealed Using Magnetic Resonance Imaging Pattern Analysis

(2014) T. Zhang et al.   SCHIZOPHRENIA BULLETIN

Amotivation in Schizophrenia: Integrated Assessment With Behavioral, Clinical, and Imaging Measures

(2014) Daniel H. Wolf et al.   SCHIZOPHRENIA BULLETIN

Patterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysis

(2014) Cota Navin Gupta et al.   SCHIZOPHRENIA BULLETIN

Machine learning fMRI classifier delineates subgroups of schizophrenia patients

(2014) Maya Bleich-Cohen et al.   SCHIZOPHRENIA RESEARCH

Anatomical and Functional Brain Abnormalities in Drug-Naive First-Episode Schizophrenia

(2013) Wenting Ren et al.   AMERICAN JOURNAL OF PSYCHIATRY

Gray Matter Volume as an Intermediate Phenotype for Psychosis: Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP)

(2013) Elena I. Ivleva et al.   AMERICAN JOURNAL OF PSYCHIATRY

Machine Learning Approaches: From Theory to Application in Schizophrenia

(2013) Elisa Veronese et al.   Computational and Mathematical Methods in Medicine

Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease

(2013) Tianhao Zhang et al.   NEUROIMAGE

Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects

(2013) Hugo G. Schnack et al.   NEUROIMAGE

Progressive brain changes in schizophrenia related to antipsychotic treatment? A meta-analysis of longitudinal MRI studies

(2013) P. Fusar-Poli et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Multimodal voxel-based meta-analysis of structural and functional magnetic resonance imaging studies in those at elevated genetic risk of developing schizophrenia

(2013) Deborah Cooper et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples

(2012) Mireille Nieuwenhuis et al.   NEUROIMAGE

Functional and Anatomical Connectivity Abnormalities in Cognitive Division of Anterior Cingulate Cortex in Schizophrenia

(2012) Hao Yan et al.   PLoS One

Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses

(2012) Ravi Bansal et al.   PLoS One

Brain Volumes in Schizophrenia: A Meta-Analysis in Over 18 000 Subjects

(2012) Sander V. Haijma et al.   SCHIZOPHRENIA BULLETIN

Multivariate patterns of brain-cognition associations relating to vulnerability and clinical outcome in the at-risk mental states for psychosis

(2011) Nikolaos Koutsouleris et al.   HUMAN BRAIN MAPPING

ODVBA: Optimally-Discriminative Voxel-Based Analysis

(2011) Tianhao Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Neuropsychological Testing and Structural Magnetic Resonance Imaging as Diagnostic Biomarkers Early in the Course of Schizophrenia and Related Psychoses

(2011) Elissaios Karageorgiou et al.   NEUROINFORMATICS

Early Recognition and Disease Prediction in the At-Risk Mental States for Psychosis Using Neurocognitive Pattern Classification

(2011) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Neuroanatomical abnormalities in schizophrenia: A multimodal voxelwise meta-analysis and meta-regression analysis

(2011) Emre Bora et al.   SCHIZOPHRENIA RESEARCH

Association of Enhanced Limbic Response to Threat With Decreased Cortical Facial Recognition Memory Response in Schizophrenia

(2010) Theodore D. Satterthwaite et al.   AMERICAN JOURNAL OF PSYCHIATRY

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

(2010) Yangming Ou et al.   MEDICAL IMAGE ANALYSIS

Rethinking schizophrenia

(2010) Thomas R. Insel   NATURE

Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis

(2010) Nikolaos Koutsouleris et al.   SCHIZOPHRENIA RESEARCH

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

Improved segmentation of deep brain grey matter structures using magnetization transfer (MT) parameter maps

(2009) Gunther Helms et al.   NEUROIMAGE

Brain Anatomical Abnormalities in High-Risk Individuals, First-Episode, and Chronic Schizophrenia: An Activation Likelihood Estimation Meta-analysis of Illness Progression

(2009) R. C. K. Chan et al.   SCHIZOPHRENIA BULLETIN

The Anatomy of First-Episode and Chronic Schizophrenia: An Anatomical Likelihood Estimation Meta-Analysis

(2008) Ian Ellison-Wright et al.   AMERICAN JOURNAL OF PSYCHIATRY

Meta-Analysis of Gray Matter Anomalies in Schizophrenia: Application of Anatomic Likelihood Estimation and Network Analysis

(2008) David C. Glahn et al.   BIOLOGICAL PSYCHIATRY

Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study

(2007) Yong Fan et al.   BIOLOGICAL PSYCHIATRY