Prediction of individual brain maturity using fMRI

NUF Dosenbach, B Nardos, AL Cohen, DA Fair… - Science, 2010 - science.org
… are displayed on a surface rendering of the brain. The … The fcMVPA brain maturity predictor
has its basis in two … connections contributed more to predicting brain maturity (68%) than …

Prediction of brain maturity in infants using machine-learning algorithms

CD Smyser, NUF Dosenbach, TA Smyser, AZ Snyder… - NeuroImage, 2016 - Elsevier
… It has previously been adapted to predict brain maturity in children and adolescents using
structural and resting state-functional MRI data. In this study, we evaluated resting state-…

Predicting individual brain maturity using dynamic functional connectivity

J Qin, SG Chen, D Hu, LL Zeng, YM Fan… - Frontiers in human …, 2015 - frontiersin.org
… We predicted that the fluctuation … predict brain maturity at an individual level. Compared to
group-level fMRI studies, the use of predictive model to make continuously values predictions

Prediction of brain maturity based on cortical thickness at different spatial resolutions

…, AC Evans, Brain Development Cooperative Group - Neuroimage, 2015 - Elsevier
… Additionally, since brain maturation and cognitive development have been shown to be …
brain regions (Shaw et al., 2006), we aim to investigate the top predictors of brain maturity at …

Brain maturation: predicting individual BrainAGE in children and adolescents using structural MRI

K Franke, E Luders, A May, M Wilke, C Gaser - Neuroimage, 2012 - Elsevier
… framework to reliably predict brain maturity in children and adolescents and to provide a
clinically sensitive as well as easy-to-use reference curve of healthy brain maturation. We have …

Evaluating the prediction of brain maturity from functional connectivity after motion artifact denoising

AN Nielsen, DJ Greene, C Gratton… - Cerebral …, 2019 - academic.oup.com
… Individual-level prediction about brain maturity has the potential to be useful for the …
robust to make an accurate prediction of the maturity of typically developing individuals and be …

Prediction complements explanation in understanding the developing brain

MD Rosenberg, BJ Casey, AJ Holmes - Nature communications, 2018 - nature.com
… , a method for predicting individual differences in behavior from brain features, can … of
prediction in developmental populations including adolescence, we show that predictive brain-…

A regional brain volume–based age prediction model for neonates and the derived brain maturation index

S Park, HG Kim, H Yang, M Lee, REY Kim, SH Kim… - European …, 2024 - Springer
… We developed a model that can predict brain maturity in neonates … predicting brain age in
neonates [12, 27]. A recent study developed a deep learning model to predict neonatal brain

[HTML][HTML] Neuroanatomical assessment of biological maturity

TT Brown, JM Kuperman, Y Chung, M Erhart… - Current biology, 2012 - cell.com
… of the individual differences variability in developmental brain phase as defined by … prediction
error across all ages of just 1.03 years and was most accurate in predicting brain maturity

Predicting Individual Brain Maturity Using Window-Based Dynamic Functional Connectivity

D Hu, LL Zeng, D Hu, LL Zeng - Pattern Analysis of the Human …, 2019 - Springer
… be used to sufficiently predict brain maturity at an individual level… make continuously values
predictions may have implications … accurate predictions regarding an individual brain maturity