ArticleNeuron2022
Neurodevelopmental patterns of early postnatal white matter maturation represent distinct underlying microstructure and histology.
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Article in Neuron, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
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Who cites it
17 citing papers in PubMed, 22 citations in OpenAlex.
- Brain structural and functional connectivity converge prenatally but diverge after birth.PLoS biology · 2026Article
- High angular resolution diffusion imaging of neurodevelopment in children through data creation with deep learning.Scientific reports · 2026Article
- Exploratory analysis of high-altitude effects on brain morphology and myelination in native Tibetan infants.Translational pediatrics · 2026Article
- Taming dimensionality in big neuroimaging data: Efficient orthonormal projective NMF via stochastic learning and data compression.Imaging neuroscience (Cambridge, Mass.) · 2026Article
- Article
- In vivo mapping of infant brain microstructure with neurite orientation dispersion and density imaging.Brain structure & function · 2025Review
- The cellular associates of late life changes in white matter microstructure.bioRxiv : the preprint server for biology · 2025Article
- Structure-function coupling in the first month of life: Associations with age and attention.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Mapping the white-matter functional connectome: a personal perspective.Psychoradiology · 2025Review
- Characterizing the spatial patterns and determinants of cerebrospinal fluid pseudorandom flow in the human brain with low b-value diffusion MRI.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- White Matter Tract Crossing and Bottleneck Regions in the Fetal Brain.Human brain mapping · 2025Article
- White matter tract crossing and bottleneck regions in the fetal brain.bioRxiv : the preprint server for biology · 2024Article
- Data-driven decomposition and staging of flortaucipir uptake in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Development of white matter fiber covariance networks supports executive function in youth.Cell reports · 2023Article
- Development of White Matter Fiber Covariance Networks Supports Executive Function in Youth.bioRxiv : the preprint server for biology · 2023Article
- Scalable NMF via linearly optimized data compression.Proceedings of SPIE--the International Society for Optical Engineering · 2023Article
- Scalable Orthonormal Projective NMF via Diversified Stochastic Optimization.Information processing in medical imaging : proceedings of the ... conference · 2023Article
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Authors and funding
17 authors at 3 institutions in 2 countries.
Arash NazeriMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA. Electronic address: a.nazeri@wustl.edu.
Željka KrsnikCroatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.
Ivica KostovićCroatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.
Sung Min HaMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Janja KopićCroatian Institute for Brain Research, School of Medicine, University of Zagreb School of Medicine, Zagreb 10000, Croatia.
Dimitrios AlexopoulosDepartment of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Sydney KaplanDepartment of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Dominique MeyerDepartment of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Joan L LubyDepartment of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Barbara B WarnerDepartment of Pediatrics, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Cynthia E RogersDepartment of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Deanna M BarchMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO 63110, USA; Psychological & Brain Sciences, Washington University School in St. Louis, Saint Louis, MO 63130, USA.
Joshua S ShimonyMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Robert C McKinstryMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Jeffrey J NeilDepartment of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Christopher D SmyserMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Neurology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Department of Pediatrics, Washington University School of Medicine, Saint Louis, MO 63110, USA.
Aristeidis SotirasMallinckrodt Institute of Radiology, Washington University School of Medicine, Saint Louis, MO 63110, USA; Institute for Informatics, Washington University School of Medicine, Saint Louis, MO 63108, USA. Electronic address: aristeidis.sotiras@wustl.edu.
Washington University in St. Louis · USMallinckrodt (United States) · USUniversity of Zagreb · HR
Funding
Early Life Adversity, Biological Embedding, and Risk for Developmental Precursors of Mental DisordersR01MH113883 · NIMH · WASHINGTON UNIVERSITY · PI JOAN L. LUBY, Christopher Daniel Smyser · 2018 to 2026
$20.6MWUIDDRC Supplement-Supporting the health and well-being of children with intellectual and developmental disability during COVID-19 pandemicP50HD103525 · NICHD · WASHINGTON UNIVERSITY · PI JOSEPH D DOUGHERTY, Natasha Marrus · 2020 to 2026
$15.5MEffects of ventricular volume and cerebral connectivity on neurological outcomes in preterm intraventricular hemorrhageR01NS124767 · NINDS · WASHINGTON UNIVERSITY · PI David Delmar Limbrick, Christopher Daniel Smyser · 2022 to 2026
$3.0MAdvanced machine learning algorithms that integrate multi-modal neuroimaging to quantify the heterogeneity in Alzheimer's DiseaseR01AG067103 · NIA · WASHINGTON UNIVERSITY · PI SOTIRAS, ARISTEIDIS · 2021 to 2025
$2.8MHIGH PERFORMANCE BIOMEDICAL IMAGING COMPUTER RESOURCESS10RR022984 · NCRR · WASHINGTON UNIVERSITY · PI PRIOR, FRED WILLIAM · 2009 to 2009
$1.9MGPU COMPUTING RESOURCE TO ENABLE INNOVATION IN IMAGING AND NETWORK BIOLOGYS10OD018091 · OD · WASHINGTON UNIVERSITY · PI PAPPU, ROHIT V, PRIOR, FRED WILLIAM · 2014 to 2014
$598kNCRR NIH HHS S10 RR022984NIA NIH HHS R01 AG067103NICHD NIH HHS P50 HD103525NIH HHS S10 OD018091NIMH NIH HHS R01 MH113883NINDS NIH HHS R01 NS124767
Abstract
Cerebral white matter undergoes a rapid and complex maturation during the early postnatal period. Prior magnetic resonance imaging (MRI) studies of early postnatal development have often been limited by small sample size, single-modality imaging, and univariate analytics. Here, we applied nonnegative matrix factorization, an unsupervised multivariate pattern analysis technique, to T
Indexed as
White MatterHumansInfant, NewbornResearch Designdata-driven parcellationhistologyMRINeurodevelopmentnewbornsubplate remnanttissue microstructuretopographyunsupervised machine learningwhite matter maturation
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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.