(Q30757760)

10 September 2017

Bayesian multi-task learning for decoding multi-subject neuroimaging data (English)

1 reference

10 September 2017

0 references

1 reference

Steven C. R. Williams

series ordinal

3

1 reference

PubMed publication ID

26 June 2017

Orla M Doyle

4

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Andre Marquand

object named as

Andre F Marquand

series ordinal

1

0 references

author name string

Michael Brammer

series ordinal

2

1 reference

PMC publication ID

4010954

10 September 2017

language of work or name

English

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publication date

13 February 2014

1 reference

10 September 2017

1 reference

10 September 2017

92

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10 September 2017

298-311

1 reference

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

10 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

SCoRS--A Method Based on Stability for Feature Selection and Mapping inNeuroimaging [corrected].

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Multivariate linear regression of high-dimensional fMRI data with multiple target variables

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Multivariate decoding of brain images using ordinal regression.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Interpretable whole-brain prediction analysis with GraphNet

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Decoding the perception of pain from fMRI using multivariate pattern analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Dissociable effects of top-down and bottom-up attention during episodic encoding

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Pattern classification of working memory networks reveals differential effects of methylphenidate, atomoxetine, and placebo in healthy volunteers

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Total variation regularization for fMRI-based prediction of behavior

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Encoding and decoding in fMRI

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Machine learning classifiers and fMRI: a tutorial overview

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Automatic classification of MR scans in Alzheimer's disease

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Support vector machine learning-based fMRI data group analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Optimizing the fMRI data-processing pipeline using prediction and reproducibility performance metrics: I. A preliminary group analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Nonparametric permutation tests for functional neuroimaging: a primer with examples

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Human primary auditory cortex: cytoarchitectonic subdivisions and mapping into a spatial reference system

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Modeling disease progression via multi-task learning

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: a multi-class pattern recognition approach

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Bayesian multitask classification with Gaussian process priors

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Measuring structural-functional correspondence: spatial variability of specialised brain regions after macro-anatomical alignment.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Interpretable classifiers for FMRI improve prediction of purchases.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Combined permutation test and mixed-effect model for group average analysis in fMRI.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Mixed-effects and fMRI studies.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Multilevel linear modelling for FMRI group analysis using Bayesian inference.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

The variability of human, BOLD hemodynamic responses.

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Characterizing Dynamic Brain Responses with fMRI: A Multivariate Approach

25 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4010954

Deriving statistical significance maps for SVM based image classification and group comparisons

25 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24531053

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

New methodological tools for multiple-reader ROC studies

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/24531053

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1016/J.NEUROIMAGE.2014.02.008

1 reference

journals/neuroimage/MarquandBWD14

10 September 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PMC publication ID

4010954

10 September 2017

PubMed publication ID

24531053

1 reference

PMC publication ID

4010954