ArticleScientific reports2023
Abnormal neonatal brain microstructure in gestational diabetes mellitus revealed by MRI texture analysis.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed, 3 citations in OpenAlex.
- Research advances on the impact of gestational diabetes mellitus on offspring neurodevelopment.Diabetology & metabolic syndrome · 2026Review
- Radiomics in fetal brain MRI: a narrative review.European radiology experimental · 2026Review
- The relationship between low birth weight and neurological disorders: a prospective cohort study in the UK Biobank.BMC neurology · 2026Article
- GDM-Related Neurodevelopmental and Neuropsychiatric Disorders in the Mothers and Their Progeny, and the Underlying Mechanisms.Journal of personalized medicine · 2026Review
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Authors and funding
8 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
To investigate the value of MRI texture analysis in evaluating the effect of gestational diabetes mellitus (GDM) on neonatal brain microstructure development, we retrospectively collected images of neonates undergoing head MRI scans, including a GDM group (N1 = 37) and a healthy control group (N2 = 34). MaZda texture analysis software was used to extract the texture features from different sequence images and perform dimensionality reduction, and then the texture features selected by the lowest misjudgement rate method were imported into SPSS software for statistical analysis. In our study, we found that GDM affects the development of the microstructure of the neonatal brain, and different combinations of texture features have different recognition performances, such as different sequences and different brain regions. As a consequence, texture analysis combining multiple conventional MRI sequences has a high recognition performance in revealing the abnormal development of the brain microstructure of neonates born of mothers with GDM.
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