The challenges and prospects of brain-based prediction of behaviour
Relating individual brain patterns to behaviour is fundamental in system neuroscience.
Recently, the predictive modelling approach has become increasingly popular, largely due …
Recently, the predictive modelling approach has become increasingly popular, largely due …
MRI of the neonatal brain: a review of methodological challenges and neuroscientific advances
J Dubois, M Alison, SJ Counsell… - Journal of Magnetic …, 2021 - Wiley Online Library
In recent years, exploration of the developing brain has become a major focus for
researchers and clinicians in an attempt to understand what allows children to acquire …
researchers and clinicians in an attempt to understand what allows children to acquire …
Brain-inspired computing: A systematic survey and future trends
Brain-inspired computing (BIC) is an emerging research field that aims to build fundamental
theories, models, hardware architectures, and application systems toward more general …
theories, models, hardware architectures, and application systems toward more general …
Network controllability of structural connectomes in the neonatal brain
White matter connectivity supports diverse cognitive demands by efficiently constraining
dynamic brain activity. This efficiency can be inferred from network controllability, which …
dynamic brain activity. This efficiency can be inferred from network controllability, which …
A multi-task, multi-stage deep transfer learning model for early prediction of neurodevelopment in very preterm infants
Survivors following very premature birth (ie,≤ 32 weeks gestational age) remain at high risk
for neurodevelopmental impairments. Recent advances in deep learning techniques have …
for neurodevelopmental impairments. Recent advances in deep learning techniques have …
[HTML][HTML] Microbiome-gut-brain axis in brain development, cognition and behavior during infancy and early childhood
The gut microbiota is increasingly recognized as a modulator of brain and behavior but its
role in early childhood, when the microbiome and the brain are both undergoing rapid …
role in early childhood, when the microbiome and the brain are both undergoing rapid …
[HTML][HTML] Dear reviewers: Responses to common reviewer critiques about infant neuroimaging studies
The field of adult neuroimaging relies on well-established principles in research design,
imaging sequences, processing pipelines, as well as safety and data collection protocols …
imaging sequences, processing pipelines, as well as safety and data collection protocols …
The neurodevelopment of autism from infancy through toddlerhood
JB Girault, J Piven - Neuroimaging Clinics of North America, 2019 - pmc.ncbi.nlm.nih.gov
Autism spectrum disorder (ASD) emerges during early childhood and is marked by a
relatively narrow window in which infants transition from exhibiting normative behavioral …
relatively narrow window in which infants transition from exhibiting normative behavioral …
Existence of functional connectome fingerprint during infancy and its stability over months
The functional connectome fingerprint is a cluster of individualized brain functional
connectivity patterns that are capable of distinguishing one individual from others. Although …
connectivity patterns that are capable of distinguishing one individual from others. Although …
Deep multimodal learning from MRI and clinical data for early prediction of neurodevelopmental deficits in very preterm infants
The prevalence of disabled survivors of prematurity has increased dramatically in the past 3
decades. These survivors, especially, very preterm infants (VPIs), born≤ 32 weeks …
decades. These survivors, especially, very preterm infants (VPIs), born≤ 32 weeks …