(Q37129620)

18 August 2017

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

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18 August 2017

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Sarina J Iwabuchi

1

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author name string

Peter F Liddle

series ordinal

2

1 reference

18 August 2017

Lena Palaniyappan

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3

1 reference

18 August 2017

29 August 2013

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18 August 2017

Frontiers in Psychiatry

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18 August 2017

4

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18 August 2017

95

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White matter deficits in first episode schizophrenia: an activation likelihood estimation meta-analysis

18 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

PRoNTo: pattern recognition for neuroimaging toolbox.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Empirical evidence that disease prevalence may affect the performance of diagnostic tests with an implicit threshold: a cross-sectional study

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Psychosis incidence through the prism of early intervention services

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Gray matter in first-episode schizophrenia before and after antipsychotic drug treatment. Anatomical likelihood estimation meta-analyses with sample size weighting.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

White matter reduction in patients with schizophrenia as revealed by voxel-based morphometry: an activation likelihood estimation meta-analysis

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: an activation likelihood estimation meta-analysis of illness progression

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Meta-analysis of gray matter anomalies in schizophrenia: application of anatomic likelihood estimation and network analysis

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

A fast diffeomorphic image registration algorithm

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

New patient-oriented summary measure of net total gain in certainty for dichotomous diagnostic tests

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

The diagnostic odds ratio: a single indicator of test performance

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

A unified framework for MR based disease classification

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Bayesian estimation of disease prevalence and the parameters of diagnostic tests in the absence of a gold standard.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Differential effects of surface area, gyrification and cortical thickness on voxel based morphometric deficits in schizophrenia

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Subjective acceptance of 7 Tesla MRI for human imaging.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Pattern classification using principal components of cortical thickness and its discriminative pattern in schizophrenia

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Shaving diffusion tensor images in discriminant analysis: a study into schizophrenia.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

Classification of adolescent psychotic disorders using linear discriminant analysis

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3756305

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

3 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24009589

12 December 2020

inferred from PubMed ID database lookup

DTI based diagnostic prediction of a disease via pattern classification

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24009589

12 December 2020

inferred from PubMed ID database lookup

Signs and Symptoms of Psychotic Illness (SSPI): a rating scale

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24009589

12 December 2020

inferred from PubMed ID database lookup

Identifiers

DOI

10.3389/FPSYT.2013.00095

1 reference

release_tpkv63x23fe53h3kn7ltvnecva

18 August 2017

1 reference

Fatcat

https://api.fatcat.wiki/v0/release/tpkv63x23fe53h3kn7ltvnecva

24 November 2022

mapped directly with Wikidata item

1 reference

18 August 2017

PubMed publication ID

24009589

1 reference