[HTML][HTML] Deep learning based synthesis of MRI, CT and PET: Review and analysis

S Dayarathna, KT Islam, S Uribe, G Yang, M Hayat… - Medical image …, 2024 - Elsevier
Medical image synthesis represents a critical area of research in clinical decision-making,
aiming to overcome the challenges associated with acquiring multiple image modalities for …

[HTML][HTML] The human connectome project: a retrospective

JS Elam, MF Glasser, MP Harms, SN Sotiropoulos… - NeuroImage, 2021 - Elsevier
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 …

[HTML][HTML] Brain charts for the human lifespan

RAI Bethlehem, J Seidlitz, SR White, JW Vogel… - Nature, 2022 - nature.com
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 …

Graph-based deep learning for medical diagnosis and analysis: past, present and future

D Ahmedt-Aristizabal, MA Armin, S Denman, C Fookes… - Sensors, 2021 - mdpi.com
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 …

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 map** morphological, structural and …

iBEAT V2. 0: a multisite-applicable, deep learning-based pipeline for infant cerebral cortical surface reconstruction

L Wang, Z Wu, L Chen, Y Sun, W Lin, G Li - Nature protocols, 2023 - nature.com
The human cerebral cortex undergoes dramatic and critical development during early
postnatal stages. Benefiting from advances in neuroimaging, many infant brain magnetic …

The heterogeneity problem: approaches to identify psychiatric subtypes

E Feczko, O Miranda-Dominguez, M Marr… - Trends in cognitive …, 2019 - cell.com
The imprecise nature of psychiatric nosology restricts progress towards characterizing and
treating mental health disorders. One issue is the 'heterogeneity problem': different causal …

Clinical implications of preterm infant gut microbiome development

DB Healy, CA Ryan, RP Ross, C Stanton… - Nature …, 2022 - nature.com
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 …

[BOOK][B] Child development: A practitioner's guide

D Davies - 2010 - books.google.com
This widely used practitioner resource and course text provides an engaging overview of
developmental theory and research, with a focus on what practitioners need to know. The …

[HTML][HTML] The development of brain network hubs

S Oldham, A Fornito - Developmental cognitive neuroscience, 2019 - Elsevier
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 …