Multimodal MRI assessment for first episode psychosis: A major change in the thalamus and an efficient stratification of a subgroup

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ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

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Assessing Brain Metabolism With 7-T Proton Magnetic Resonance Spectroscopy in Patients With First-Episode Psychosis

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Altered functional connectivity and low-frequency signal fluctuations in early psychosis and genetic high risk

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Structural Associations of Cortical Contrast and Thickness in First Episode Psychosis

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Aberrant resting-state functional connectivity of salience network in first-episode schizophrenia

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Parallel group ICA+ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia

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Relationship between neuropsychological behavior and brain white matter in first-episode psychosis

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Towards Precision Medicine in Psychosis: Benefits and Challenges of Multimodal Multicenter Studies—PSYSCAN: Translating Neuroimaging Findings From Research into Clinical Practice

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Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual

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Microstructural Changes in Higher-Order Nuclei of the Thalamus in Patients With First-Episode Psychosis

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Gray and white matter changes and their relation to illness trajectory in first episode psychosis

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Four-way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first-episode schizophrenia

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Gray matter differences between affective and non-affective first episode psychosis: A review of Magnetic Resonance Imaging studies

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Structural and functional brain abnormalities in schizophrenia: A cross-sectional study at different stages of the disease

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Investigating brain structural patterns in first episode psychosis and schizophrenia using MRI and a machine learning approach

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Multivariate Associations Among Behavioral, Clinical, and Multimodal Imaging Phenotypes in Patients With Psychosis

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A comparative study of magnetic resonance imaging on the gray matter and resting-state function in prodromal and first-episode schizophrenia

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Aberrant cerebro-cerebellar functional connectivity and minimal self-disturbance in individuals at ultra-high risk for psychosis and with first-episode schizophrenia

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Aberrant within- and between-network connectivity of the mirror neuron system network and the mentalizing network in first episode psychosis

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Tractography-based classification in distinguishing patients with first-episode schizophrenia from healthy individuals

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Identification of Common Thalamocortical Dysconnectivity in Four Major Psychiatric Disorders

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Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence

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Volumetric and morphological characteristics of the hippocampus are associated with progression to schizophrenia in patients with first-episode psychosis

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Structural and metabolic differentiation between bipolar disorder with psychosis and substance-induced psychosis: An integrated MRI/PET study

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Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia

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Greater extracellular free-water in first-episode psychosis predicts better neurocognitive functioning

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Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group

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Multimodal Neuroimaging in Schizophrenia: Description and Dissemination

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First episode psychosis moderates the effect of gray matter volume on cognition

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Brain volume changes over the first year of treatment in schizophrenia: relationships to antipsychotic treatment

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State-dependent microstructural white matter changes in drug-naïve patients with first-episode psychosis

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A pilot study of cognitive insight and structural covariance in first-episode psychosis

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Understanding the role of thalamic circuits in schizophrenia neuropathology

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Characterizing white matter changes in chronic schizophrenia: A free-water imaging multi-site study

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Toward understanding thalamocortical dysfunction in schizophrenia through computational models of neural circuit dynamics

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The common variants implicated in microstructural abnormality of first episode and drug-naïve patients with schizophrenia

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White Matter Integrity in Genetic High-Risk Individuals and First-Episode Schizophrenia Patients: Similarities and Disassociations

(2017) Yifang Zhou et al.   Biomed Research International

Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine

(2017) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Neuroinformatics

Brain MRI Pattern Recognition Translated to Clinical Scenarios

(2017) Andreia V. Faria et al.   Frontiers in Neuroscience

A joint time-frequency analysis of resting-state functional connectivity reveals novel patterns of connectivity shared between or unique to schizophrenia patients and healthy controls

(2017) Maziar Yaesoubi et al.   NeuroImage-Clinical

Neuroanatomical and Symptomatic Sex Differences in Individuals at Clinical High Risk for Psychosis

(2017) Elisa Guma et al.   Frontiers in Psychiatry

Functional network dysconnectivity as a biomarker of treatment resistance in schizophrenia

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A longitudinal study of cognitive insight and cortical thickness in first-episode psychosis

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Mapping Thalamocortical Functional Connectivity in Chronic and Early Stages of Psychotic Disorders

(2016) Neil D. Woodward et al.   BIOLOGICAL PSYCHIATRY

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Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance

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Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia

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The Effect of Antipsychotic Treatment on Cortical Gray Matter Changes in Schizophrenia: Does the Class Matter? A Meta-analysis and Meta-regression of Longitudinal Magnetic Resonance Imaging Studies

(2015) Antonio Vita et al.   BIOLOGICAL PSYCHIATRY

Characteristics of Diffusion in the Corticospinal Tract of Patients with Early Stage of Schizophrenia: Diffusion Tensor Magnetic Resonance Imaging

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Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM

(2015) Martin Dyrba et al.   HUMAN BRAIN MAPPING

Subcortical volumes differentiate Major Depressive Disorder, Bipolar Disorder, and remitted Major Depressive Disorder

(2015) Matthew D. Sacchet et al.   JOURNAL OF PSYCHIATRIC RESEARCH

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Abnormal Resting State fMRI Activity Predicts Processing Speed Deficits in First-Episode Psychosis

(2015) Miklos Argyelan et al.   NEUROPSYCHOPHARMACOLOGY

Brain Diffusion Changes in Emerging Psychosis and the Impact of State-Dependent Psychopathology

(2015) André Schmidt et al.   NEUROSIGNALS

Initial and Progressive Gray Matter Abnormalities in Insular Gyrus and Temporal Pole in First-Episode Schizophrenia Contrasted With First-Episode Affective Psychosis

(2015) Sang-Hyuk Lee et al.   SCHIZOPHRENIA BULLETIN

Altered Thalamo-Cortical White Matter Connectivity: Probabilistic Tractography Study in Clinical-High Risk for Psychosis and First-Episode Psychosis

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White matter alterations in first episode treatment-naïve patients with deficit schizophrenia: a combined VBM and DTI study

(2015) Wei Lei et al.   Scientific Reports

Content-based image retrieval for brain MRI: An image-searching engine and population-based analysis to utilize past clinical data for future diagnosis

(2015) Andreia V. Faria et al.   NeuroImage-Clinical

Large-Scale Fusion of Gray Matter and Resting-State Functional MRI Reveals Common and Distinct Biological Markers across the Psychosis Spectrum in the B-SNIP Cohort

(2015) Zheng Wang et al.   Frontiers in Psychiatry

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The use of clinical and biological characteristics to predict outcome following First Episode Psychosis

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Abnormalities in Myelination of the Superior Cerebellar Peduncle in Patients with Schizophrenia and Deficits in Movement Sequencing

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Classification of first-episode psychosis: a multi-modal multi-feature approach integrating structural and diffusion imaging

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What determines continuing grey matter changes in first-episode schizophrenia and affective psychosis?

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Abnormal Causal Connectivity by Structural Deficits in First-Episode, Drug-Naive Schizophrenia at Rest

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An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine

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Atlas-Based Neuroinformatics via MRI: Harnessing Information from Past Clinical Cases and Quantitative Image Analysis for Patient Care

(2013) Susumu Mori et al.   Annual Review of Biomedical Engineering

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Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA

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Discrimination between schizophrenia and major depressive disorder by magnetic resonance imaging of the female brain

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

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Automatic Classification of Early Parkinson's Disease with Multi-Modal MR Imaging

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(2010) Thomas J. Whitford et al.   BIOLOGICAL PSYCHIATRY

A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia

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White Matter Fibertracking in First-Episode Schizophrenia, Schizoaffective Patients and Subjects at Ultra-High Risk of Psychosis

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