Prediction of brain maturity in infants using machine-learning algorithms

CD Smyser, NUF Dosenbach, TA Smyser, AZ Snyder… - NeuroImage, 2016 - Elsevier
Recent resting-state functional MRI investigations have demonstrated that much of the large-
scale functional network architecture supporting motor, sensory and cognitive functions in …

[HTML][HTML] Accurate age classification of 6 and 12 month-old infants based on resting-state functional connectivity magnetic resonance imaging data

JR Pruett Jr, S Kandala, S Hoertel, AZ Snyder… - Developmental cognitive …, 2015 - Elsevier
Human large-scale functional brain networks are hypothesized to undergo significant
changes over development. Little is known about these functional architectural changes …

Altered functional network connectivity in preterm infants: antecedents of cognitive and motor impairments?

E Gozdas, NA Parikh, SL Merhar, JA Tkach… - Brain Structure and …, 2018 - Springer
Very preterm infants (≤ 31 weeks gestational age) are at high risk for brain injury and
delayed development. Applying functional connectivity and graph theory methods to resting …

Altered functional network connectivity relates to motor development in children born very preterm

MD Wheelock, NC Austin, S Bora, AT Eggebrecht… - Neuroimage, 2018 - Elsevier
Individuals born very preterm (< 32 weeks gestation) are at increased risk for neuromotor
impairments. The ability to characterize the structural and functional mechanisms underlying …

Resting-state network complexity and magnitude are reduced in prematurely born infants

CD Smyser, AZ Snyder, JS Shimony, A Mitra… - Cerebral …, 2016 - academic.oup.com
Premature birth is associated with high rates of motor and cognitive disability. Investigations
have described resting-state functional magnetic resonance imaging (rs-fMRI) correlates of …

[HTML][HTML] Machine-learning to characterise neonatal functional connectivity in the preterm brain

G Ball, P Aljabar, T Arichi, N Tusor, D Cox, N Merchant… - Neuroimage, 2016 - Elsevier
Brain development is adversely affected by preterm birth. Magnetic resonance image
analysis has revealed a complex fusion of structural alterations across all tissue …

Early life predictors of brain development at term-equivalent age in infants born across the gestational age spectrum

DK Thompson, CE Kelly, J Chen, R Beare, B Alexander… - Neuroimage, 2019 - Elsevier
Background It is well established that preterm infants have altered brain development
compared with full-term (FT;≥ 37 weeks' gestational age [GA]) infants, however the perinatal …

Longitudinal analysis of neural network development in preterm infants

CD Smyser, TE Inder, JS Shimony, JE Hill… - Cerebral …, 2010 - academic.oup.com
Application of resting state functional connectivity magnetic resonance imaging (fcMRI) to
the study of prematurely born infants enables assessment of the earliest forms of cerebral …

Structural and functional connectivity in premature neonates

RG Brenner, MD Wheelock, JJ Neil, CD Smyser - Seminars in perinatology, 2021 - Elsevier
Advances in neuroimaging have increasingly enabled researchers to investigate whether
alterations in brain development commonly identified in preterm infants underlie their high …

Maturation of large-scale brain systems over the first month of life

AN Nielsen, S Kaplan, D Meyer, D Alexopoulos… - Cerebral …, 2023 - academic.oup.com
The period immediately after birth is a critical developmental window, capturing rapid
maturation of brain structure and a child's earliest experiences. Large-scale brain systems …