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Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression
scientific article published on 5 July 2015
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instance of
scholarly article
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
title
Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression
(English)
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
main subject
machine learning
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author
Bill Deakin
series ordinal
4
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
Roland Zahn
series ordinal
6
1 reference
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Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
author name string
João R Sato
series ordinal
1
1 reference
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Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
Jorge Moll
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2
1 reference
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Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
Sophie Green
series ordinal
3
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
Carlos E Thomaz
series ordinal
5
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
language of work or name
English
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publication date
5 July 2015
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
published in
Psychiatry Research
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
volume
233
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
issue
2
1 reference
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Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
page(s)
289-291
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
cites work
Cognitive neuroscience of social emotions and implications for psychopathology: examining embarrassment, guilt, envy, and schadenfreude
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4834459
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Identification of neural connectivity signatures of autism using machine learning
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29 September 2017
The neural basis of conceptual-emotional integration and its role in major depressive disorder
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4834459
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29 September 2017
Effective functional mapping of fMRI data with support-vector machines
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PubMed Central
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29 September 2017
Population-based study of first onset and chronicity in major depressive disorder
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PubMed Central
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29 September 2017
Limbic-frontal circuitry in major depression: a path modeling metanalysis.
1 reference
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PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4834459
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29 September 2017
Psychophysiological and modulatory interactions in neuroimaging
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A New Depression Scale Designed to be Sensitive to Change
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29 September 2017
Unsupervised classification of major depression using functional connectivity MRI.
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5 September 2018
Guilt-selective functional disconnection of anterior temporal and subgenual cortices in major depressive disorder.
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5 September 2018
Identification of psychopathic individuals using pattern classification of MRI images.
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5 September 2018
Neuroanatomy of verbal working memory as a diagnostic biomarker for depression.
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5 September 2018
Hyperplane navigation: a method to set individual scores in fMRI group datasets
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5 September 2018
'It's not over when it's over': persistent neurobiological abnormalities in recovered depressed patients.
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5 September 2018
Pattern classification of sad facial processing: toward the development of neurobiological markers in depression.
1 reference
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PubMed Central
reference URL
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retrieved
5 September 2018
Identifiers
DOI
10.1016/J.PSCYCHRESNS.2015.07.001
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
PMC publication ID
4834459
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
PubMed publication ID
26187550
1 reference
stated in
Europe PubMed Central
PMC publication ID
4834459
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26187550%20AND%20SRC:MED&resulttype=core&format=json
retrieved
19 February 2020
ResearchGate publication ID
280135858
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