ArticleFrontiers in neuroscience2019
Objective and Automated Detection of Diffuse White Matter Abnormality in Preterm Infants Using Deep Convolutional Neural Networks.
Article in Frontiers in neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The trial behind it
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Who cites it
9 citing papers in PubMed.
- Diffuse white matter abnormality is independently predictive of neurodevelopmental outcomes in preterm infants.Archives of disease in childhood. Fetal and neonatal edition · 2026Article
- A multi-task segFormer framework for lesion segmentation and cerebral palsy classification based on multi-modal MRI in infant with periventricular white matter injury.Frontiers in neuroscience · 2026Article
- Structural connectivity at term equivalent age and language in preterm children at 2 years corrected.Brain communications · 2024Article
- Diffuse excessive high signal intensity in the preterm brain on advanced MRI represents widespread neuropathology.NeuroImage · 2022Article
- Assessment of germinal matrix hemorrhage on head ultrasound with deep learning algorithms.Pediatric radiology · 2022Article
- Extracallosal Structural Connectivity Is Positively Associated With Language Performance in Well-Performing Children Born Extremely Preterm.Frontiers in pediatrics · 2022Article
- Automatic Segmentation of Diffuse White Matter Abnormality on T2-weighted Brain MR Images Using Deep Learning in Very Preterm Infants.Radiology. Artificial intelligence · 2021Article
- Deep Multimodal Learning From MRI and Clinical Data for Early Prediction of Neurodevelopmental Deficits in Very Preterm Infants.Frontiers in neuroscience · 2021Article
- Novel diffuse white matter abnormality biomarker at term-equivalent age enhances prediction of long-term motor development in very preterm children.Scientific reports · 2020Article
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
Diffuse white matter abnormality (DWMA), or diffuse excessive high signal intensity is observed in 50-80% of very preterm infants at term-equivalent age. It is subjectively defined as higher than normal signal intensity in periventricular and subcortical white matter in comparison to normal unmyelinated white matter on T
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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.