Automated quality control for within and between studies diffusion MRI data using a non-parametric framework for movement and distortion correction

Automated quality control for within and between studies diffusion MRI data using a non-parametric framework for movement and distortion correction

Diffusion MRI data can be affected by hardware and subject-related artefacts that can adversely affect downstream analyses. Therefore, automated quality control (QC) is of great importance, especially in large population studies where visual QC is not practical. In this work, we introduce an automat...

Volledige beschrijving

Bibliografische gegevens
Hoofdauteurs:	Bastiani, M, Cottaar, M, Fitzgibbon, S, Suri, S, Alfaro-Almagro, F, Sotiropoulos, S, Jbabdi, S, Andersson, J
Formaat:	Journal article
Taal:	English
Gepubliceerd in:	Elsevier 2018

Gelijkaardige items

Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
door: Andersson, J, et al.
Gepubliceerd in: (2016)

Towards a comprehensive framework for movement and distortion correction of diffusion MR images: within volume movement
door: Andersson, J, et al.
Gepubliceerd in: (2017)

Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project
door: Bastiani, M, et al.
Gepubliceerd in: (2018)

Joint modelling of diffusion MRI and microscopy
door: Howard, A, et al.
Gepubliceerd in: (2019)

Modelling fibre fanning in diffusion-weighted MRI.
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2012)

Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes
door: Andersson, J, et al.
Gepubliceerd in: (2015)

Ball and rackets: Inferring fiber fanning from diffusion-weighted MRI.
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2012)

RubiX: combining spatial resolutions for Bayesian inference of crossing fibers in diffusion MRI.
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2013)

Functional and diffusion MRI reveal the neurophysiological basis of neonates’ noxious-stimulus evoked brain activity
door: Baxter, L, et al.
Gepubliceerd in: (2021)

Identifying microstructural changes in diffusion MRI; How to circumvent parameter degeneracy
door: Hossein Rafipoor, et al.
Gepubliceerd in: (2022-10-01)

Improved fibre dispersion estimation using b-tensor encoding
door: Cottaar, M, et al.
Gepubliceerd in: (2020)

Modelling white matter in gyral blades as a continuous vector field
door: Cottaar, M, et al.
Gepubliceerd in: (2020)

A gyral coordinate system predictive of fibre orientations
door: Cottaar, M, et al.
Gepubliceerd in: (2018)

Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging.
door: Mollink, J, et al.
Gepubliceerd in: (2017)

Using GPUs to accelerate computational diffusion MRI: From microstructure estimation to tractography and connectomes
door: Hernandez-Fernandez, M, et al.
Gepubliceerd in: (2018)

Improved tractography using asymmetric fibre orientation distributions
door: Bastiani, M, et al.
Gepubliceerd in: (2017)

Functional and diffusion MRI reveal the neurophysiological basis of neonates’ noxious-stimulus evoked brain activity
door: Luke Baxter, et al.
Gepubliceerd in: (2021-05-01)

MR Diffusion Tractography
door: Behrens, T, et al.
Gepubliceerd in: (2013)

Fusion in diffusion MRI for improved fibre orientation estimation: An application to the 3T and 7T data of the Human Connectome Project
door: Sotiropoulos, S, et al.
Gepubliceerd in: (2016)

Improved fibre dispersion estimation using b-tensor encoding
door: Michiel Cottaar, et al.
Gepubliceerd in: (2020-07-01)

DACO: Distortion/artefact correction for diffusion MRI data
door: Yung-Chin Hsu, et al.
Gepubliceerd in: (2022-11-01)

Advances in diffusion MRI acquisition and processing in the Human Connectome Project
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2013)

Advances in diffusion MRI acquisition and processing in the Human Connectome Project.
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2013)

Time‐efficient and flexible design of optimized multishell HARDI diffusion
door: Hutter, J, et al.
Gepubliceerd in: (2017)

Modelling an equivalent b-value in diffusion-weighted steady-state free precession
door: Tendler, B, et al.
Gepubliceerd in: (2020)

Building connectomes using diffusion MRI: Why, how and but
door: Sotiropoulos, S, et al.
Gepubliceerd in: (2017)

Concurrent mapping of brain ontogeny and phylogeny within a common space: standardized tractography and applications
door: Warrington, S, et al.
Gepubliceerd in: (2022)

Cross-Subject Comparison of Local Diffusion MRI Parameters
door: Smith, S, et al.
Gepubliceerd in: (2013)

Quantifying myelin in crossing fibers using diffusion-prepared phase imaging: theory and simulations
door: Cottaar, M, et al.
Gepubliceerd in: (2021)

Effects of image reconstruction on fiber orientation mapping from multichannel diffusion MRI: reducing the noise floor using SENSE.
door: Sotiropoulos, SN, et al.
Gepubliceerd in: (2013)

Modelling white matter in gyral blades as a continuous vector field
door: Michiel Cottaar, et al.
Gepubliceerd in: (2021-02-01)

Reducing Susceptibility Distortion Related Image Blurring in Diffusion MRI EPI Data
door: Ian A. Clark, et al.
Gepubliceerd in: (2021-08-01)

Sampling strategies and integrated reconstruction for reducing distortion and boundary slice aliasing in high-resolution 3D diffusion MRI
door: Li, Z, et al.
Gepubliceerd in: (2023)

Model-based analysis of multishell diffusion MR data for tractography: How to get over fitting problems
door: Jbabdi, S, et al.
Gepubliceerd in: (2012)

Model-based analysis of multishell diffusion MR data for tractography: how to get over fitting problems.
door: Jbabdi, S, et al.
Gepubliceerd in: (2012)

Evaluation of Six Phase Encoding Based Susceptibility Distortion Correction Methods for Diffusion MRI
door: Xuan Gu, et al.
Gepubliceerd in: (2019-12-01)

Effects of image reconstruction on fiber orientation mapping from multichannel diffusion MRI: Reducing the noise floor using SENSE
door: Sotiropoulos, S, et al.
Gepubliceerd in: (2013)

Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps.
door: Kurt G Schilling, et al.
Gepubliceerd in: (2020-01-01)

Connectivity-based segmentation of the periaqueductal gray matter in human with brainstem optimized diffusion MRI.
door: Ezra, M, et al.
Gepubliceerd in: (2014)

Unraveling the multiscale structural organization and connectivity of the human brain: the role of diffusion MRI
door: Matteo eBastiani, et al.
Gepubliceerd in: (2015-06-01)