Neonatal brain microstructure and machine-learning-based prediction of early language development in children born very preterm

R Vassar, K Schadl, K Cahill-Rowley, K Yeom… - Pediatric …, 2020 - Elsevier
Background Very-low-birth-weight preterm infants have a higher rate of language
impairments compared with children born full term. Early identification of preterm infants at …

[HTML][HTML] Language function following preterm birth: prediction using machine learning

E Valavani, M Blesa, P Galdi, G Sullivan, B Dean… - Pediatric …, 2022 - nature.com
Background Preterm birth can lead to impaired language development. This study aimed to
predict language outcomes at 2 years corrected gestational age (CGA) for children born …

[HTML][HTML] Neonatal physiological correlates of near-term brain development on MRI and DTI in very-low-birth-weight preterm infants

J Rose, R Vassar, K Cahill-Rowley, XS Guzman… - NeuroImage: Clinical, 2014 - Elsevier
Structural brain abnormalities identified at near-term age have been recognized as potential
predictors of neurodevelopment in children born preterm. The aim of this study was to …

Language development at 2 years is correlated to brain microstructure in the left superior temporal gyrus at term equivalent age: a diffusion tensor imaging study

A Aeby, X De Tiège, M Creuzil, P David, D Balériaux… - Neuroimage, 2013 - Elsevier
This study aims at testing the hypothesis that neurodevelopmental abilities at age 2years are
related with local brain microstructure of preterm infants at term equivalent age. Forty-one …

Brain microstructural development at near-term age in very-low-birth-weight preterm infants: an atlas-based diffusion imaging study

J Rose, R Vassar, K Cahill-Rowley, XS Guzman… - Neuroimage, 2014 - Elsevier
At near-term age the brain undergoes rapid growth and development. Abnormalities
identified during this period have been recognized as potential predictors of …

Automatically quantified diffuse excessive high signal intensity on MRI predicts cognitive development in preterm infants

NA Parikh, L He, E Bonfante-Mejia, L Hochhauser… - Pediatric …, 2013 - Elsevier
Background Cognitive and language impairments constitute the majority of disabilities
observed in preterm infants. It remains unclear if diffuse excessive high signal intensity on …

[HTML][HTML] Neonatal white matter tract microstructure and 2-year language outcomes after preterm birth

SE Dubner, J Rose, L Bruckert, HM Feldman… - NeuroImage: Clinical, 2020 - Elsevier
Aim To determine whether variability in diffusion MRI (dMRI) white matter tract metrics,
obtained in a cohort of preterm infants prior to neonatal hospital discharge, would be …

Regional brain volumes, microstructure and neurodevelopment in moderate–late preterm children

CE Kelly, DK Thompson, AJ Spittle, J Chen… - Archives of Disease in …, 2020 - fn.bmj.com
Objective To explore whether regional brain volume and white matter microstructure at term-
equivalent age (TEA) are associated with development at 2 years of age in children born …

[HTML][HTML] Prediction of cognitive and motor development in preterm children using exhaustive feature selection and cross-validation of near-term white matter …

K Schadl, R Vassar, K Cahill-Rowley, KW Yeom… - NeuroImage: Clinical, 2018 - Elsevier
Background Advanced neuroimaging and computational methods offer opportunities for
more accurate prognosis. We hypothesized that near-term regional white matter (WM) …

[HTML][HTML] Language performance and brain volumes, asymmetry, and cortical thickness in children born extremely preterm

H Kvanta, J Bolk, L Broström, D Nosko… - Pediatric …, 2024 - nature.com
Background Children born preterm are more prone to have language difficulties. Few
studies focus on children born extremely preterm (EPT) and the structural differences in …