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fmri data preprocessing preprocessing  (MathWorks Inc)


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    MathWorks Inc fmri data preprocessing preprocessing
    Fmri Data Preprocessing Preprocessing, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2341 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/fmri+toolbox/Database+Toolbox/pm40635417-73-35-42
    Average 96 stars, based on 2341 article reviews
    fmri data preprocessing preprocessing - by Bioz Stars, 2026-10
    96/100 stars

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    Related Articles

    other:

    Article Title: Default Mode Network Functional Connectivity in Early and Late Mild Cognitive Impairment
    Article Snippet: Background: Default mode network (DMN) functional connectivity is one of the neuroimaging candidate biomarkers of Alzheimer disease.. However, no studies have investigated DMN connectivity at different stages of mild cognitive impairment (MCI).. The aim of this study was to investigate patterns of DMN connectivity and its breakdown among cognitively normal (CN), early MCI (EMCI), and late MCI (LMCI) subjects.

    Functional Assay:

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI
    Article Snippet: The data acquired from the MRI scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),28 and FSL (https://fsl.fmrib.ox.ac.uk/fsl/fslwiki).29 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusion-weighted data from the b = 1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi-shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).30 All images will be registered using ANTS’s antsMultivariateTemplateConstruction2.sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI Toolbox (GIFT, https://www.nitrc.org/projects/gift).31 The Dynamic Contrast Enhanced MRI (DCE-MRI) images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.32 The multi-echo gradient echo image will be fitted for Susceptibility-Weighted Imaging (SWI) using an in-house MATLAB code and processed for Quantitative Susceptibility Mapping (QSM) measures. ..

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI.
    Article Snippet: The data acquired from the MRI of the scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),29 and FSL (https://fsl. fmrib.ox.ac.uk/fsl/fslwiki).30 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusionweighted data from the b=1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi- shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).31 All images will be registered using ANTS’s ants Mult ivar iate Temp late Cons truc tion2. sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI toolbox (GIFT, https://www.nitrc.org/projects/gift).32 The Dynamic Contrast Enhanced MRI images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.33 The multi- echo gradient echo image will be fitted for susceptibility- weighted imaging using an in- house MATLAB code and processed for Quantitative Susceptibility Mapping measures. ..

    Article Title: An open science resource for establishing reliability and reproducibility in functional connectomics
    Article Snippet: .. Open access connectivity analysis packages that may be useful (list adapted from http://RFMRI.org ): Brain Connectivity Toolbox (BCT; MATLAB) BrainNet Viewer (BNV; MATLAB) Configurable Pipeline for the Analysis of Connectomes (C-PAC; PYTHON) CONN: functional connectivity toolbox (CONN; MATLAB) Connectome Computation System (CCS; SHELL/MATLAB) , , Dynamic Causal Model (DCM; MATLAB) as part of Statistical Parameter Mapping (SPM) , Data Processing Assistant for Resting-State FMRI (DPARSF; MATLAB) Functional and Tractographic Connectivity Analysis Toolbox (FATCAT; C) as part of AFNI , Seed-based Functional Connectivity (FSFC; SHELL) as part of FreeSurfer Graph Theory Toolkit for Network Analysis (GRETNA; MATLAB) Group ICA of FMRI Toolbox (GIFT; MATLAB) Multivariate Exploratory Linear Optimized Decomposition into Independent Components (MELODIC; C) as part of FMRIB Software Library (FSL) , Neuroimaging Analysis Kit (NIAK: MATLAB/OCTAVE) Ranking and averaging independent component analysis by reproducibility (RAICAR; MATLAB) , Resting-State fMRI Data Analysis Toolkit (REST; MATLAB) ..

    Magnetic Resonance Imaging:

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI
    Article Snippet: The data acquired from the MRI scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),28 and FSL (https://fsl.fmrib.ox.ac.uk/fsl/fslwiki).29 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusion-weighted data from the b = 1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi-shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).30 All images will be registered using ANTS’s antsMultivariateTemplateConstruction2.sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI Toolbox (GIFT, https://www.nitrc.org/projects/gift).31 The Dynamic Contrast Enhanced MRI (DCE-MRI) images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.32 The multi-echo gradient echo image will be fitted for Susceptibility-Weighted Imaging (SWI) using an in-house MATLAB code and processed for Quantitative Susceptibility Mapping (QSM) measures. ..

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI.
    Article Snippet: The data acquired from the MRI of the scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),29 and FSL (https://fsl. fmrib.ox.ac.uk/fsl/fslwiki).30 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusionweighted data from the b=1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi- shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).31 All images will be registered using ANTS’s ants Mult ivar iate Temp late Cons truc tion2. sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI toolbox (GIFT, https://www.nitrc.org/projects/gift).32 The Dynamic Contrast Enhanced MRI images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.33 The multi- echo gradient echo image will be fitted for susceptibility- weighted imaging using an in- house MATLAB code and processed for Quantitative Susceptibility Mapping measures. ..

    Imaging:

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI
    Article Snippet: The data acquired from the MRI scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),28 and FSL (https://fsl.fmrib.ox.ac.uk/fsl/fslwiki).29 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusion-weighted data from the b = 1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi-shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).30 All images will be registered using ANTS’s antsMultivariateTemplateConstruction2.sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI Toolbox (GIFT, https://www.nitrc.org/projects/gift).31 The Dynamic Contrast Enhanced MRI (DCE-MRI) images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.32 The multi-echo gradient echo image will be fitted for Susceptibility-Weighted Imaging (SWI) using an in-house MATLAB code and processed for Quantitative Susceptibility Mapping (QSM) measures. ..

    Article Title: PREdiction and Diagnosis using Imaging and Clinical biomarkers Trial in Traumatic Brain Injury (PREDICT-TBI) study protocol: an observational, prospective, multicentre cohort study for the prediction of outcome in moderate-to-severe TBI.
    Article Snippet: The data acquired from the MRI of the scans will be processed through several steps using Advanced Normalisation Tool (ANTS, http://stnava.github.io/ANTs/),29 and FSL (https://fsl. fmrib.ox.ac.uk/fsl/fslwiki).30 Diffusion MRI fitting will be performed using FSL’s DTIFIT tool with the diffusionweighted data from the b=1500 s/mm2 shell while the Neurite Orientation Dispersion and Density Index (NODDI) model fitting for the full multi- shell diffusion data will be done using the NODDI MATLAB toolbox (https://www.nitrc.org/projects/noddi_toolbox).31 All images will be registered using ANTS’s ants Mult ivar iate Temp late Cons truc tion2. sh. .. The registered functional MRI (fMRI) data will be analysed using the fMRI toolbox (GIFT, https://www.nitrc.org/projects/gift).32 The Dynamic Contrast Enhanced MRI images combined with the T1 map will be analysed using the ROCKETSHIP toolbox.33 The multi- echo gradient echo image will be fitted for susceptibility- weighted imaging using an in- house MATLAB code and processed for Quantitative Susceptibility Mapping measures. ..

    Software:

    Article Title: An open science resource for establishing reliability and reproducibility in functional connectomics
    Article Snippet: .. Open access connectivity analysis packages that may be useful (list adapted from http://RFMRI.org ): Brain Connectivity Toolbox (BCT; MATLAB) BrainNet Viewer (BNV; MATLAB) Configurable Pipeline for the Analysis of Connectomes (C-PAC; PYTHON) CONN: functional connectivity toolbox (CONN; MATLAB) Connectome Computation System (CCS; SHELL/MATLAB) , , Dynamic Causal Model (DCM; MATLAB) as part of Statistical Parameter Mapping (SPM) , Data Processing Assistant for Resting-State FMRI (DPARSF; MATLAB) Functional and Tractographic Connectivity Analysis Toolbox (FATCAT; C) as part of AFNI , Seed-based Functional Connectivity (FSFC; SHELL) as part of FreeSurfer Graph Theory Toolkit for Network Analysis (GRETNA; MATLAB) Group ICA of FMRI Toolbox (GIFT; MATLAB) Multivariate Exploratory Linear Optimized Decomposition into Independent Components (MELODIC; C) as part of FMRIB Software Library (FSL) , Neuroimaging Analysis Kit (NIAK: MATLAB/OCTAVE) Ranking and averaging independent component analysis by reproducibility (RAICAR; MATLAB) , Resting-State fMRI Data Analysis Toolkit (REST; MATLAB) ..



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    Image Search Results


    Flowchart of selection process for participants. MDD: Major depressive disorder; DSM-5: Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition; fMRI: Functional magnetic resonance imaging.

    Journal: World Journal of Psychiatry

    Article Title: Degree centrality values in the left calcarine as a potential imaging biomarker for anxious major depressive disorder

    doi: 10.5498/wjp.v15.i4.100289

    Figure Lengend Snippet: Flowchart of selection process for participants. MDD: Major depressive disorder; DSM-5: Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition; fMRI: Functional magnetic resonance imaging.

    Article Snippet: The resting-state fMRI data were collected using the Statistical Parameter Mapping (SPM12) and the Data Processing Assistant for Resting-State fMRI (DPARSF5.0 Advanced Edition) toolbox in MATLAB2013b (MathWorks).

    Techniques: Selection, Diagnostic Assay, Functional Assay, Magnetic Resonance Imaging