Detection of physiological noise in resting state fMRI using machine learning (Q43731086)

26 November 2017

title

Detection of physiological noise in resting state fMRI using machine learning (English)

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functional magnetic resonance imaging

26 November 2017

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5

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2

John Suckling

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26 November 2017

4

Cinly Ooi

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26 November 2017

Tom Ash

1

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26 November 2017

Martin Walter

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3

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26 November 2017

Adrian Carpenter

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6

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26 November 2017

Guy Williams

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7

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26 November 2017

publication date

28 November 2011

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26 November 2017

number of pages

14

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published in

Human Brain Mapping

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26 November 2017

volume

34

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26 November 2017

issue

4

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26 November 2017

page(s)

985-998

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describes a project that uses

26 November 2017

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Isolating physiologic noise sources with independently determined spatial measures.

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Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI.

21 January 2018

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fMRI in the presence of task-correlated breathing variations

21 January 2018

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Reduction of physiological fluctuations in fMRI using digital filters

21 January 2018

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Quantitative analysis of methods for reducing physiological brain pulsations

21 January 2018

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Physiological noise modelling for spinal functional magnetic resonance imaging studies.

21 January 2018

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Effects of model-based physiological noise correction on default mode network anti-correlations and correlations

21 January 2018

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Relationship between respiration, end-tidal CO2, and BOLD signals in resting-state fMRI.

21 January 2018

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Respiratory noise correction using phase information

21 January 2018

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21 January 2018

Support-vector networks

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AFNI: software for analysis and visualization of functional magnetic resonance neuroimages

21 January 2018

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Localization of cardiac-induced signal change in fMRI.

21 January 2018

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A study of the brain's resting state based on alpha band power, heart rate and fMRI.

21 January 2018

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An adaptive filter for suppression of cardiac and respiratory noise in MRI time series data

21 January 2018

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Which Is the Best Multiclass SVM Method? An Empirical Study

21 January 2018

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The human brain is intrinsically organized into dynamic, anticorrelated functional networks

21 January 2018

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Estimation of respiration-induced noise fluctuations from undersampled multislice fMRI data

21 January 2018

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Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR.

21 January 2018

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Brainstem functional magnetic resonance imaging: disentangling signal from physiological noise

21 January 2018

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A global optimisation method for robust affine registration of brain images

21 January 2018

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Integration of motion correction and physiological noise regression in fMRI.

21 January 2018

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Visual inspection of independent components: defining a procedure for artifact removal from fMRI data

21 January 2018

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Neuroimaging at 1.5 T and 3.0 T: comparison of oxygenation-sensitive magnetic resonance imaging

21 January 2018

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Retrospective estimation and correction of physiological artifacts in fMRI by direct extraction of physiological activity from MR data

21 January 2018

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Non-white noise in fMRI: does modelling have an impact?

21 January 2018

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CORSICA: correction of structured noise in fMRI by automatic identification of ICA components.

21 January 2018

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Low-frequency fluctuations in the cardiac rate as a source of variance in the resting-state fMRI BOLD signal

21 January 2018

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3D spiral cardiac/respiratory ordered fMRI data acquisition at 3 Tesla

21 January 2018

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Evaluating fMRI preprocessing pipelines

21 January 2018

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Noise reduction in BOLD-based fMRI using component analysis

21 January 2018

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Functional connectivity of default mode network components: correlation, anticorrelation, and causality

21 January 2018

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Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization

21 January 2018

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On the origin of respiratory artifacts in BOLD-EPI of the human brain.

21 January 2018

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Resting fluctuations in arterial carbon dioxide induce significant low frequency variations in BOLD signal

21 January 2018

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k-Space detection and correction of physiological artifacts in fMRI.

21 January 2018

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Classification by pairwise coupling

21 January 2018

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Comparison of physiological noise at 1.5 T, 3 T and 7 T and optimization of fMRI acquisition parameters

21 January 2018

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IMPACT: image-based physiological artifacts estimation and correction technique for functional MRI

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22121056

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Advances and pitfalls in the analysis and interpretation of resting-state FMRI data

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22121056

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Mapping functionally related regions of brain with functional connectivity MR imaging.

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/22121056

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1002/HBM.21487

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26 November 2017

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