(Q30829443)

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A tool for classifying individuals with chronic back pain: using multivariate pattern analysis with functional magnetic resonance imaging data

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scholarly article

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Europe PubMed Central

PMC publication ID

20 September 2017

A tool for classifying individuals with chronic back pain: using multivariate pattern analysis with functional magnetic resonance imaging data (English)

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

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multivariate statistics

1 reference

based on heuristic

inferred from title

functional magnetic resonance imaging

1 reference

based on heuristic

inferred from title

Daniel E Callan

object named as

Daniel Callan

1

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author name string

Lloyd Mills

2

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

Connie Nott

3

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

Robert England

4

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Europe PubMed Central

PMC publication ID

20 September 2017

Shaun England

5

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Europe PubMed Central

PMC publication ID

20 September 2017

language of work or name

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publication date

6 June 2014

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Europe PubMed Central

PMC publication ID

20 September 2017

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

9

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

6

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

e98007

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

copyright license

Creative Commons Attribution 4.0 International

6 June 2014

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April 2022 Public Data File from Crossref

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describes a project that uses

functional magnetic resonance imaging

1 reference

based on heuristic

inferred from title

Decoding the matrix: benefits and limitations of applying machine learning algorithms to pain neuroimaging

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

A brain signature for acute pain

1 reference

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21 June 2018

An fMRI-based neurologic signature of physical pain

1 reference

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21 June 2018

Pain measurement and brain activity: will neuroimages replace pain ratings?

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Multivariate classification of structural MRI data detects chronic low back pain

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Predictive dynamics of human pain perception

1 reference

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21 June 2018

Decoding the perception of pain from fMRI using multivariate pattern analysis

1 reference

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21 June 2018

Corticostriatal functional connectivity predicts transition to chronic back pain.

1 reference

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21 June 2018

A dynamic network perspective of chronic pain.

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21 June 2018

Neuroethical issues related to the use of brain imaging: can we and should we use brain imaging as a biomarker to diagnose chronic pain?

1 reference

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21 June 2018

Brain morphological signatures for chronic pain.

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21 June 2018

Towards a physiology-based measure of pain: patterns of human brain activity distinguish painful from non-painful thermal stimulation

1 reference

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21 June 2018

Decoding an individual's sensitivity to pain from the multivariate analysis of EEG data

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21 June 2018

Can neuroimaging studies identify pain endophenotypes in humans?

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21 June 2018

A regularization algorithm for decoding perceptual temporal profiles from fMRI data

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21 June 2018

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

1 reference

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21 June 2018

How Neuroimaging Studies Have Challenged Us to Rethink: Is Chronic Pain a Disease?

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21 June 2018

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0098007

21 January 2018

Sex, gender, and pain: a review of recent clinical and experimental findings

1 reference

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21 June 2018

Machine learning classifiers and fMRI: a tutorial overview

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21 June 2018

Towards a theory of chronic pain.

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21 June 2018

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

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21 June 2018

Neuroimaging of pain: advances and future prospects

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21 June 2018

Functional lateralization of face, hand, and trunk representation in anatomically defined human somatosensory areas

1 reference

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21 June 2018

A review of objective pain measures for use with critical care adult patients unable to self-report

1 reference

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21 June 2018

Theoretical, statistical, and practical perspectives on pattern-based classification approaches to the analysis of functional neuroimaging data

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Chronic pain and the emotional brain: specific brain activity associated with spontaneous fluctuations of intensity of chronic back pain.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Beyond mind-reading: multi-voxel pattern analysis of fMRI data

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Decoding mental states from brain activity in humans

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Affective components and intensity of pain correlate with structural differences in gray matter in chronic back pain patients

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Tools for assessment of pain in nonverbal older adults with dementia: a state-of-the-science review

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21 June 2018

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

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21 June 2018

Human brain mechanisms of pain perception and regulation in health and disease.

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21 June 2018

Chronic back pain is associated with decreased prefrontal and thalamic gray matter density.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Thresholding of statistical maps in functional neuroimaging using the false discovery rate

1 reference

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21 June 2018

Noxious hot and cold stimulation produce common patterns of brain activation in humans: a functional magnetic resonance imaging study

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21 June 2018

A review of psychological risk factors in back and neck pain

1 reference

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21 June 2018

Epidemiological features of chronic low-back pain

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4048172

21 June 2018

Sex differences in the perception of noxious experimental stimuli: a meta-analysis.

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21 June 2018

Regional brain activity changes associated with fentanyl analgesia elucidated by positron emission tomography

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21 June 2018

A Fear-Avoidance Beliefs Questionnaire (FABQ) and the role of fear-avoidance beliefs in chronic low back pain and disability

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21 June 2018

Nonorganic physical signs in low-back pain

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21 June 2018

The validation of visual analogue scales as ratio scale measures for chronic and experimental pain.

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21 June 2018

What does it mean to call chronic pain a brain disease?

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21 January 2018

Hemodynamic response to repeated noxious cold pressor tests measured by functional near infrared spectroscopy on forehead

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21 January 2018

Central neuroimaging of pain

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https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0098007

21 January 2018

Felt and seen pain evoke the same local patterns of cortical activity in insular and cingulate cortex.

1 reference

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21 January 2018

Extensive reorganization of primary somatosensory cortex in chronic back pain patients

1 reference

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21 January 2018

Bayesian decoding of brain images.

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https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0098007

21 January 2018

Bilateral cortical representation of the trunk midline in human first somatic sensory area

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21 January 2018

Different activation of opercular and posterior cingulate cortex (PCC) in patients with complex regional pain syndrome (CRPS I) compared with healthy controls during perception of electrically induced pain: a functional MRI study.

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21 January 2018

Graded cutaneous electrical vs thermal stimulation in humans shows different insular and cingulate cortex activation

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21 January 2018

The Balanced Accuracy and Its Posterior Distribution

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21 January 2018

Epidural motor cortex stimulation suppresses somatosensory evoked potentials in the primary somatosensory cortex of the rat.

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25 November 2018

Pain intensity processing within the human brain: a bilateral, distributed mechanism

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25 November 2018

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https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Pain sensitivity as a correlate of clinical status in individuals with chronic low back pain

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Evidence of augmented central pain processing in idiopathic chronic low back pain

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Signal detection and threshold measures to loud tones and radiant heat in chronic low back pain patients and cohort controls

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

The Chronic Pain Coping Inventory: development and preliminary validation

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Signal detection and threshold measures for chronic back pain patients, chronic illness patients, and cohort controls to radiant heat stimuli

1 reference

https://pubmed.ncbi.nlm.nih.gov/24905072

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Identifiers

10.1371/JOURNAL.PONE.0098007

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

2014PLoSO...998007C

0 references

PMC publication ID

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

PubMed publication ID

1 reference

Europe PubMed Central

PMC publication ID

20 September 2017

ResearchGate publication ID

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