ArticleNeuroImage2019
Automated quality control for within and between studies diffusion MRI data using a non-parametric framework for movement and distortion correction.
Article in NeuroImage, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 215 papers.
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Who cites it
215 citing papers in PubMed.
- Trial
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- Structural-functional multilayer brain network properties and outcome of combined repetitive transcranial magnetic stimulation and psychotherapy for obsessive-compulsive disorder.NeuroImage. Clinical · 2026Trial
- Implementation and validation of a clinically compatible four-shell diffusion MRI protocol for ischemic stroke research.MethodsX · 2026Article
- Cortico-striatal network architecture shapes rhythmic biases in music.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Brain microstructure mediates the relationship between Alzheimer's proteinopathies and memory.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- White Matter and Perivascular Imaging Changes in Alzheimer's Disease and Cerebral Amyloid Angiopathy.Annals of clinical and translational neurology · 2026Article
- Distinct Brain Drivers and Shared Cerebello-Cortical Input in ADCY5 and SGCE Hyperkinetic Movements.Movement disorders : official journal of the Movement Disorder Society · 2026Article
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- Congenital blindness reduces myelination in human visual cortex.Science advances · 2026Article
- Nucleus-level thalamic organization anchors multimodal signatures of thalamocortical maturation.bioRxiv : the preprint server for biology · 2026Article
- Value of MRI Outcomes for Preventive and Early-Stage Trials in Spinocerebellar Ataxias 1 and 3.Annals of clinical and translational neurology · 2026Article
- Offline Reconstruction of Diffusion MRI Acquisitions for Comparison Between Complex PCA-Based and AI-Based Denoising.Magnetic resonance in medicine · 2026Article
- HARMONY: A large-scale harmonized neuroimaging dataset for research on anxious misery disorders.bioRxiv : the preprint server for biology · 2026Article
- High angular resolution diffusion imaging of neurodevelopment in children through data creation with deep learning.Scientific reports · 2026Article
- [White matter microstructural disturbance and its relationship with cognitive function in schizophrenia with comorbidity of metabolic syndrome].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026Article
- White matter microstructural alterations in episodic cluster headache outside attacks: a tract-based spatial statistics study.The journal of headache and pain · 2026Article
- Neonatal amygdala microstructure and structural connectivity are associated with autistic traits at 2 years of age.Developmental cognitive neuroscience · 2026Article
- Grammar acquisition in preschool children is related to white matter maturation of the dorsal language network.Developmental cognitive neuroscience · 2026Article
- Dynamics of infant white matter maturation from birth to 6 months.Communications biology · 2026Article
155 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors.
Funding
Abstract
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 automated diffusion MRI QC framework for single subject and group studies. The QC is based on a comprehensive, non-parametric approach for movement and distortion correction: FSL EDDY, which allows us to extract a rich set of QC metrics that are both sensitive and specific to different types of artefacts. Two different tools are presented: QUAD (QUality Assessment for DMRI), for single subject QC and SQUAD (Study-wise QUality Assessment for DMRI), which is designed to enable group QC and facilitate cross-studies harmonisation efforts.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.