(Q26800879)

Andre F Marquand

5

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Barbara Franke

Barbara Franke

4

0 references

Christian F. Beckmann

Christian F Beckmann

3

0 references

Jan Buitelaar

2

Neuroscience & Biobehavioral Reviews

Jan K Buitelaar

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language of work or name

English

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publication date

October 2015

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published in

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volume

57

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page(s)

328-49

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cites work

Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition

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Integrating neurobiological markers of depression.

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Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities

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Salience network-based classification and prediction of symptom severity in children with autism

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Brain morphometric biomarkers distinguishing unipolar and bipolar depression. A voxel-based morphometry-pattern classification approach

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Identification of a common neurobiological substrate for mental illness

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Abnormalities in hemispheric specialization of caudate nucleus connectivity in schizophrenia

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7 January 2021

Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers

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Diagnosing different binge-eating disorders based on reward-related brain activation patterns

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7 January 2021

A novel approach to probabilistic biomarker-based classification using functional near-infrared spectroscopy

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Multivariate pattern analysis of DTI reveals differential white matter in individuals with obsessive-compulsive disorder.

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Pattern classification of response inhibition in ADHD: toward the development of neurobiological markers for ADHD.

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Diagnosis of autism spectrum disorders using regional and interregional morphological features

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7 January 2021

Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification.

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7 January 2021

Disease state prediction from resting state functional connectivity

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A Unified Framework for MR Based Disease Classification

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7 January 2021

Autism Diagnostic Interview-Revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders

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Autism diagnostic observation schedule: a standardized observation of communicative and social behavior

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7 January 2021

Discriminating unipolar and bipolar depression by means of fMRI and pattern classification: a pilot study.

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7 January 2021

Classification of schizophrenia using feature-based morphometry.

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7 January 2021

Classifying adolescent attention-deficit/hyperactivity disorder (ADHD) based on functional and structural imaging

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7 January 2021

Neuropsychological testing and structural magnetic resonance imaging as diagnostic biomarkers early in the course of schizophrenia and related psychoses

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7 January 2021

Fine-granularity functional interaction signatures for characterization of brain conditions

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7 January 2021

The MCIC collection: a shared repository of multi-modal, multi-site brain image data from a clinical investigation of schizophrenia

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7 January 2021

A review of feature reduction techniques in neuroimaging

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7 January 2021

Clinical prediction from structural brain MRI scans: a large-scale empirical study

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7 January 2021

A novel gene containing a trinucleotide repeat that is expanded and unstable on Huntington's disease chromosomes.

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7 January 2021

Regional structural characterization of the brain of schizophrenia patients

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7 January 2021

Classifying social anxiety disorder using multivoxel pattern analyses of brain function and structure

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7 January 2021

Pattern classification of sad facial processing: toward the development of neurobiological markers in depression.

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7 January 2021

Elucidating a magnetic resonance imaging-based neuroanatomic biomarker for psychosis: classification analysis using probabilistic brain atlas and machine learning algorithms

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7 January 2021

Multivariate searchlight classification of structural magnetic resonance imaging in children and adolescents with autism

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Distinct resting-state brain activities in heroin-dependent individuals.

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7 January 2021

Altered cerebellar-cerebral resting-state functional connectivity reliably identifies major depressive disorder

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Resting state functional magnetic resonance imaging and neural network classified autism and control.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Altered regional homogeneity patterns in adults with attention-deficit hyperactivity disorder.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Predictive neurofunctional markers of attention-deficit/hyperactivity disorder based on pattern classification of temporal processing

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Altered anatomical patterns of depression in relation to antidepressant treatment: Evidence from a pattern recognition analysis on the topological organization of brain networks

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Creating multimodal predictors using missing data: classifying and subtyping autism spectrum disorder.

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7 January 2021

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

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Abnormal hubs of white matter networks in the frontal-parieto circuit contribute to depression discrimination via pattern classification

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Diffusion tensor imaging in attention deficit/hyperactivity disorder: a systematic review and meta-analysis

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identifying patients with obsessive-compulsive disorder using whole-brain anatomy

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Classification of spatially unaligned fMRI scans

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Predictive models of autism spectrum disorder based on brain regional cortical thickness

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Machine learning classification with confidence: application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Prognostic prediction of therapeutic response in depression using high-field MR imaging

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Discriminant analysis of functional connectivity patterns on Grassmann manifold

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Diffusion based abnormality markers of pathology: toward learned diagnostic prediction of ASD.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Altered resting state complexity in schizophrenia

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Diagnostic neuroimaging across diseases

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

fMRI pattern recognition in obsessive-compulsive disorder

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multivariate pattern analysis of fMRI: the early beginnings

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

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

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): random permutations and cluster size control

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Modeling disease progression via multi-task learning

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Clinical applications of the functional connectome

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

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

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

On the interpretation of weight vectors of linear models in multivariate neuroimaging

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Bayesian multi-task learning for decoding multi-subject neuroimaging data

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Sparse network-based models for patient classification using fMRI.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: a support vector machine learning approach

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Differentiation of first-episode schizophrenia patients from healthy controls using ROI-based multiple structural brain variables

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identifying major depressive disorder using Hurst exponent of resting-state brain networks

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Automated classification of fMRI during cognitive control identifies more severely disorganized subjects with schizophrenia

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Whole brain resting state functional connectivity abnormalities in schizophrenia

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Using structural neuroanatomy to identify trauma survivors with and without post-traumatic stress disorder at the individual level.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Examination of the predictive value of structural magnetic resonance scans in bipolar disorder: a pattern classification approach

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Altered parvalbumin basket cell inputs in the dorsolateral prefrontal cortex of schizophrenia subjects

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Common genetic variants influence human subcortical brain structures

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Decoding mental states from brain activity in humans

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Accuracy of dementia diagnosis: a direct comparison between radiologists and a computerized method

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Functional connectivity magnetic resonance imaging classification of autism.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Distinguishing prodromal from first-episode psychosis using neuroanatomical single-subject pattern recognition

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Potential risk for healthy siblings to develop schizophrenia: evidence from pattern classification with whole-brain connectivity

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Mapping inter-regional connectivity of the entire cortex to characterize major depressive disorder: a whole-brain diffusion tensor imaging tractography study

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Current status of brain imaging in anxiety disorders

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Automatic Bayesian classification of healthy controls, bipolar disorder, and schizophrenia using intrinsic connectivity maps from FMRI data

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

A Survey on Transfer Learning

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Probabilistic independent component analysis for functional magnetic resonance imaging

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

COMPARE: classification of morphological patterns using adaptive regional elements.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Can a single brain region predict a disorder?

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Aberrant functional connectivity for diagnosis of major depressive disorder: a discriminant analysis.

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Distributed and overlapping representations of faces and objects in ventral temporal cortex

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Neuroanatomical classification in a population-based sample of psychotic major depression and bipolar I disorder with 1 year of diagnostic stability

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identify schizophrenia using resting-state functional connectivity: an exploratory research and analysis

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

PROBABILISTIC PREDICTION OF NEUROLOGICAL DISORDERS WITH A STATISTICAL ASSESSMENT OF NEUROIMAGING DATA MODALITIES.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Prognostic and diagnostic potential of the structural neuroanatomy of depression

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Classification of first-episode schizophrenia patients and healthy subjects by automated MRI measures of regional brain volume and cortical thickness

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Changes in community structure of resting state functional connectivity in unipolar depression

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Increased cortical-limbic anatomical network connectivity in major depression revealed by diffusion tensor imaging

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Differential deactivation during mentalizing and classification of autism based on default mode network connectivity

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Anatomical brain images alone can accurately diagnose chronic neuropsychiatric illnesses

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Combining classification with fMRI-derived complex network measures for potential neurodiagnostics

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Disorder-specific predictive classification of adolescents with attention deficit hyperactivity disorder (ADHD) relative to autism using structural magnetic resonance imaging.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Extreme learning machine-based classification of ADHD using brain structural MRI data

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Predicting progression of Alzheimer's disease using ordinal regression

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Diagnostic classification of schizophrenia patients on the basis of regional reward-related FMRI signal patterns

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Describing the brain in autism in five dimensions--magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach.

1 reference

https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identifying endophenotypes of autism: a multivariate approach

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

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

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

High classification accuracy for schizophrenia with rest and task FMRI data

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

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

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Decreased small-world functional network connectivity and clustering across resting state networks in schizophrenia: an fMRI classification tutorial

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Multisite functional connectivity MRI classification of autism: ABIDE results

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Identification of neural connectivity signatures of autism using machine learning

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Discriminative analysis of non-linear brain connectivity in schizophrenia: an fMRI Study

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Classification of schizophrenia patients based on resting-state functional network connectivity

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Exploring the psychosis functional connectome: aberrant intrinsic networks in schizophrenia and bipolar disorder

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Using multivariate machine learning methods and structural MRI to classify childhood onset schizophrenia and healthy controls

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Clinical utility of machine-learning approaches in schizophrenia: improving diagnostic confidence for translational neuroimaging

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Resting-state functional connectivity abnormalities in first-onset unmedicated depression

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021

Pattern classification of brain activation during emotional processing in subclinical depression: psychosis proneness as potential confounding factor

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https://api.crossref.org/works/10.1016%2FJ.NEUBIOREV.2015.08.001

7 January 2021