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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Bastiani, M, Cottaar, M, Fitzgibbon, S, Suri, S, Alfaro-Almagro, F, Sotiropoulos, S, Jbabdi, S, Andersson, J
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Elsevier 2018

Míreanna comhchosúla

Incorporating outlier detection and replacement into a non-parametric framework for movement and distortion correction of diffusion MR images
de réir: Andersson, J, et al.
Foilsithe / Cruthaithe: (2016)

Towards a comprehensive framework for movement and distortion correction of diffusion MR images: within volume movement
de réir: Andersson, J, et al.
Foilsithe / Cruthaithe: (2017)

Automated processing pipeline for neonatal diffusion MRI in the developing Human Connectome Project
de réir: Bastiani, M, et al.
Foilsithe / Cruthaithe: (2018)

Joint modelling of diffusion MRI and microscopy
de réir: Howard, A, et al.
Foilsithe / Cruthaithe: (2019)

Modelling fibre fanning in diffusion-weighted MRI.
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2012)

Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes
de réir: Andersson, J, et al.
Foilsithe / Cruthaithe: (2015)

Ball and rackets: Inferring fiber fanning from diffusion-weighted MRI.
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2012)

RubiX: combining spatial resolutions for Bayesian inference of crossing fibers in diffusion MRI.
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2013)

Functional and diffusion MRI reveal the neurophysiological basis of neonates’ noxious-stimulus evoked brain activity
de réir: Baxter, L, et al.
Foilsithe / Cruthaithe: (2021)

Identifying microstructural changes in diffusion MRI; How to circumvent parameter degeneracy
de réir: Hossein Rafipoor, et al.
Foilsithe / Cruthaithe: (2022-10-01)

Improved fibre dispersion estimation using b-tensor encoding
de réir: Cottaar, M, et al.
Foilsithe / Cruthaithe: (2020)

Modelling white matter in gyral blades as a continuous vector field
de réir: Cottaar, M, et al.
Foilsithe / Cruthaithe: (2020)

A gyral coordinate system predictive of fibre orientations
de réir: Cottaar, M, et al.
Foilsithe / Cruthaithe: (2018)

Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging.
de réir: Mollink, J, et al.
Foilsithe / Cruthaithe: (2017)

Using GPUs to accelerate computational diffusion MRI: From microstructure estimation to tractography and connectomes
de réir: Hernandez-Fernandez, M, et al.
Foilsithe / Cruthaithe: (2018)

Improved tractography using asymmetric fibre orientation distributions
de réir: Bastiani, M, et al.
Foilsithe / Cruthaithe: (2017)

Functional and diffusion MRI reveal the neurophysiological basis of neonates’ noxious-stimulus evoked brain activity
de réir: Luke Baxter, et al.
Foilsithe / Cruthaithe: (2021-05-01)

MR Diffusion Tractography
de réir: Behrens, T, et al.
Foilsithe / Cruthaithe: (2013)

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

Improved fibre dispersion estimation using b-tensor encoding
de réir: Michiel Cottaar, et al.
Foilsithe / Cruthaithe: (2020-07-01)

DACO: Distortion/artefact correction for diffusion MRI data
de réir: Yung-Chin Hsu, et al.
Foilsithe / Cruthaithe: (2022-11-01)

Advances in diffusion MRI acquisition and processing in the Human Connectome Project
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2013)

Advances in diffusion MRI acquisition and processing in the Human Connectome Project.
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2013)

Time‐efficient and flexible design of optimized multishell HARDI diffusion
de réir: Hutter, J, et al.
Foilsithe / Cruthaithe: (2017)

Modelling an equivalent b-value in diffusion-weighted steady-state free precession
de réir: Tendler, B, et al.
Foilsithe / Cruthaithe: (2020)

Building connectomes using diffusion MRI: Why, how and but
de réir: Sotiropoulos, S, et al.
Foilsithe / Cruthaithe: (2017)

Concurrent mapping of brain ontogeny and phylogeny within a common space: standardized tractography and applications
de réir: Warrington, S, et al.
Foilsithe / Cruthaithe: (2022)

Cross-Subject Comparison of Local Diffusion MRI Parameters
de réir: Smith, S, et al.
Foilsithe / Cruthaithe: (2013)

Quantifying myelin in crossing fibers using diffusion-prepared phase imaging: theory and simulations
de réir: Cottaar, M, et al.
Foilsithe / Cruthaithe: (2021)

Effects of image reconstruction on fiber orientation mapping from multichannel diffusion MRI: reducing the noise floor using SENSE.
de réir: Sotiropoulos, SN, et al.
Foilsithe / Cruthaithe: (2013)

Modelling white matter in gyral blades as a continuous vector field
de réir: Michiel Cottaar, et al.
Foilsithe / Cruthaithe: (2021-02-01)

Reducing Susceptibility Distortion Related Image Blurring in Diffusion MRI EPI Data
de réir: Ian A. Clark, et al.
Foilsithe / Cruthaithe: (2021-08-01)

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

Model-based analysis of multishell diffusion MR data for tractography: How to get over fitting problems
de réir: Jbabdi, S, et al.
Foilsithe / Cruthaithe: (2012)

Model-based analysis of multishell diffusion MR data for tractography: how to get over fitting problems.
de réir: Jbabdi, S, et al.
Foilsithe / Cruthaithe: (2012)

Evaluation of Six Phase Encoding Based Susceptibility Distortion Correction Methods for Diffusion MRI
de réir: Xuan Gu, et al.
Foilsithe / Cruthaithe: (2019-12-01)

Effects of image reconstruction on fiber orientation mapping from multichannel diffusion MRI: Reducing the noise floor using SENSE
de réir: Sotiropoulos, S, et al.
Foilsithe / Cruthaithe: (2013)

Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps.
de réir: Kurt G Schilling, et al.
Foilsithe / Cruthaithe: (2020-01-01)

Connectivity-based segmentation of the periaqueductal gray matter in human with brainstem optimized diffusion MRI.
de réir: Ezra, M, et al.
Foilsithe / Cruthaithe: (2014)

Unraveling the multiscale structural organization and connectivity of the human brain: the role of diffusion MRI
de réir: Matteo eBastiani, et al.
Foilsithe / Cruthaithe: (2015-06-01)