ArticleScientific data2024
Harmonized diffusion MRI data and white matter measures from the Adolescent Brain Cognitive Development Study.
Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed.
- Reproducibility of diffusion, shape, and connectivity metrics across scanners: Implications for multi-site tractography.NeuroImage · 2026Article
- Disentangling white matter correlates of symptom severity and general impairment in early psychosis.Molecular psychiatry · 2026Article
- Diagnostic and sex effects on frontostriatal brain wiring structural organization in early psychosis affective subjects compared to healthy controls.Molecular psychiatry · 2026Article
- Cerebellar pathway diffusion MRI measures are linked to core autism symptoms in early adolescents aged 9 to 11 years.Brain structure & function · 2026Article
- Neighborhood opportunity, white matter, and cognition in a large pediatric neuroimaging study.Translational psychiatry · 2026Article
- Cell-type and spatiotemporal transcriptional signatures of white matter morphometric similarity network alterations in major depressive disorder.Psychological medicine · 2026Article
- Deep learning-based Desikan-Killiany parcellation of the brain using diffusion MRI.Scientific reports · 2026Article
- Harmonization in magnetic resonance imaging: A survey of acquisition, image-level, and feature-level methods.Medical image analysis · 2026Review
- The association between motor coordination, behavior, cognition and brain structure in children: an ABCD study.European child & adolescent psychiatry · 2026Article
- Highly replicable multisite patterns of adolescent white matter maturation.bioRxiv : the preprint server for biology · 2026Article
- Did you know? State-of-the-art preprocessing diffusion MRI data can improve tractography.Brain structure & function · 2026Review
- Saturated Fatty Acids and White Matter Microstructure in Individuals With At-risk Mental State.Schizophrenia bulletin · 2026Article
- Consortium profile: the methylation, imaging and NeuroDevelopment (MIND) consortium.Molecular psychiatry · 2026Review
- Study of sex differences in the whole brain white matter using diffusion MRI tractography and suprathreshold fiber cluster statistics.NeuroImage. Clinical · 2026Article
- Challenges and best practices when using ComBAT to harmonize diffusion MRI data.Scientific reports · 2025Article
- Effect of a consistent reconstruction algorithm on inter-scanner reproducibility in diffusion MRI.Medical physics · 2025Article
- Deep Learning for fODF Estimation in Infant Brains: Model Comparison, Ground-Truth Impact, and Domain Shift Mitigation.Human brain mapping · 2025Article
- Study of Sex Differences in the Whole Brain White Matter Using Diffusion MRI Tractography and Suprathreshold Fiber Cluster Statistics.bioRxiv : the preprint server for biology · 2025Article
- The superficial white matter in language processing: Broca's area connections are bilaterally associated with individual performance in children and adults.bioRxiv : the preprint server for biology · 2025Article
- Enhanced structural brain connectivity analyses using high diffusion-weighting strengths.Brain structure & function · 2025Article
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9 authors.
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Abstract
The Adolescent Brain Cognitive Development (ABCD) Study® has collected data from over 10,000 children across 21 sites, providing insights into adolescent brain development. However, site-specific scanner variability has made it challenging to use diffusion MRI (dMRI) data from this study. To address this, a dataset of harmonized and processed ABCD dMRI data (from release 3) has been created, comprising quality-controlled imaging data from 9,345 subjects, focusing exclusively on the baseline session, i.e., the first time point of the study. This resource required substantial computational time (approx. 50,000 CPU hours) for harmonization, whole-brain tractography, and white matter parcellation. The dataset includes harmonized dMRI data, 800 white matter clusters, 73 anatomically labeled white matter tracts in full and low resolution, and 804 different dMRI-derived measures per subject (72.3 TB total size). Accessible via the NIMH Data Archive, it offers a large-scale dMRI dataset for studying structural connectivity in child and adolescent neurodevelopment. Additionally, several post-harmonization experiments were conducted to demonstrate the success of the harmonization process on the ABCD dataset.
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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.