[HTML][HTML] The human connectome project: a retrospective
Abstract The Human Connectome Project (HCP) was launched in 2010 as an ambitious
effort to accelerate advances in human neuroimaging, particularly for measures of brain …
effort to accelerate advances in human neuroimaging, particularly for measures of brain …
[HTML][HTML] Graph-based deep learning for medical diagnosis and analysis: past, present and future
With the advances of data-driven machine learning research, a wide variety of prediction
problems have been tackled. It has become critical to explore how machine learning and …
problems have been tackled. It has become critical to explore how machine learning and …
[HTML][HTML] Brain charts for the human lifespan
Over the past few decades, neuroimaging has become a ubiquitous tool in basic research
and clinical studies of the human brain. However, no reference standards currently exist to …
and clinical studies of the human brain. However, no reference standards currently exist to …
Graph neural networks in network neuroscience
A Bessadok, MA Mahjoub… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Noninvasive medical neuroimaging has yielded many discoveries about the brain
connectivity. Several substantial techniques mapping morphological, structural and …
connectivity. Several substantial techniques mapping morphological, structural and …
iBEAT V2. 0: a multisite-applicable, deep learning-based pipeline for infant cerebral cortical surface reconstruction
The human cerebral cortex undergoes dramatic and critical development during early
postnatal stages. Benefiting from advances in neuroimaging, many infant brain magnetic …
postnatal stages. Benefiting from advances in neuroimaging, many infant brain magnetic …
Clinical implications of preterm infant gut microbiome development
Perturbations to the infant gut microbiome during the first weeks to months of life affect
growth, development and health. In particular, assembly of an altered intestinal microbiota …
growth, development and health. In particular, assembly of an altered intestinal microbiota …
The heterogeneity problem: approaches to identify psychiatric subtypes
The imprecise nature of psychiatric nosology restricts progress towards characterizing and
treating mental health disorders. One issue is the 'heterogeneity problem': different causal …
treating mental health disorders. One issue is the 'heterogeneity problem': different causal …
Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge
Accurate segmentation of infant brain magnetic resonance (MR) images into white matter
(WM), gray matter (GM), and cerebrospinal fluid is an indispensable foundation for early …
(WM), gray matter (GM), and cerebrospinal fluid is an indispensable foundation for early …
[HTML][HTML] The development of brain network hubs
Some brain regions have a central role in supporting integrated brain function, marking them
as network hubs. Given the functional importance of hubs, it is natural to ask how they …
as network hubs. Given the functional importance of hubs, it is natural to ask how they …
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 …