Mapping fetal brain development based on automated segmentation and 4D brain atlasing

H Li, G Yan, W Luo, T Liu, Y Wang, R Liu… - Brain Structure and …, 2021 - Springer
Fetal brain MRI has become an important tool for in utero assessment of brain development
and disorders. However, quantitative analysis of fetal brain MRI remains difficult, partially …

Challenges and opportunities for neuroimaging in young patients with traumatic brain injury: a coordinated effort towards advancing discovery from the ENIGMA …

EL Dennis, K Caeyenberghs, RF Asarnow… - Brain imaging and …, 2021 - Springer
Traumatic brain injury (TBI) is a major cause of death and disability in children in both
developed and developing nations. Children and adolescents suffer from TBI at a higher …

Benchmarking geometric deep learning for cortical segmentation and neurodevelopmental phenotype prediction

A Fawaz, LZJ Williams, A Alansary, C Bass, K Gopinath… - bioRxiv, 2021 - biorxiv.org
The emerging field of geometric deep learning extends the application of convolutional
neural networks to irregular domains such as graphs, meshes and surfaces. Several recent …

Hierarchical complexity of the macro-scale neonatal brain

M Blesa, P Galdi, SR Cox, G Sullivan, DQ Stoye… - Cerebral …, 2021 - academic.oup.com
The human adult structural connectome has a rich nodal hierarchy, with highly diverse
connectivity patterns aligned to the diverse range of functional specializations in the brain …

Construction and validation of a database of head models for functional imaging of the neonatal brain

LH Collins‐Jones, T Arichi, T Poppe… - Human Brain …, 2021 - Wiley Online Library
The neonatal brain undergoes dramatic structural and functional changes over the last
trimester of gestation. The accuracy of source localisation of brain activity recorded from the …

Prenatal Exposure to Early Life Adversity and Neonatal Brain Volumes at Birth

RL Triplett, RE Lean, A Parikh, JP Miller… - Medrxiv, 2021 - medrxiv.org
Importance Exposure to early life adversity alters the structural development of key brain
regions underlying neurodevelopmental impairments. The extent that prenatal exposure to …

Pediatric brain atlases and parcellations

K Oishi - Advances in Magnetic Resonance Technology and …, 2021 - Elsevier
This chapter discusses the anatomical landmarks used for pediatric brain atlas parcellation,
with a particular focus on the developmental stage-dependent changes in image intensity …

ID-Seg: An Accurate and Reliable Infant Deep learning Segmentation Framework for Limbic Structures

Y Wang, FS Haghpanah, X Zhang, K Santamaria… - bioRxiv, 2021 - biorxiv.org
Early postnatal period brain magnetic resonance imaging (MRI) is becoming an important
approach to measure the impact of prenatal exposures on neurodevelopment and to …

Glucocorticoids, preterm birth and the developmental origins of health and disease

DQ Stoye - 2021 - era.ed.ac.uk
Prenatal and early postnatal adversity is associated with an increased risk of morbidity
across the life-course. However, there is still much to learn about the biological mechanisms …

Early development of sensory perception in Autism Spectrum Disorders and Attention Deficit Hyperactivity Disorder

ES Piccardi - 2021 - eprints.bbk.ac.uk
Autism Spectrum Disorders (ASD) and Attention Deficit Hyperactivity Disorder (ADHD) are
co-occurring neurodevelopmental disorders emerging early in development. Molecular …