Linking interindividual variability in brain structure to behaviour
What are the brain structural correlates of interindividual differences in behaviour? More
than a decade ago, advances in structural MRI opened promising new avenues to address …
than a decade ago, advances in structural MRI opened promising new avenues to address …
[HTML][HTML] Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization
Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
Personalized brain circuit scores identify clinically distinct biotypes in depression and anxiety
There is an urgent need to derive quantitative measures based on coherent neurobiological
dysfunctions or 'biotypes' to enable stratification of patients with depression and anxiety. We …
dysfunctions or 'biotypes' to enable stratification of patients with depression and anxiety. We …
Heterogeneous aging across multiple organ systems and prediction of chronic disease and mortality
Biological aging of human organ systems reflects the interplay of age, chronic disease,
lifestyle and genetic risk. Using longitudinal brain imaging and physiological phenotypes …
lifestyle and genetic risk. Using longitudinal brain imaging and physiological phenotypes …
Data leakage inflates prediction performance in connectome-based machine learning models
Predictive modeling is a central technique in neuroimaging to identify brain-behavior
relationships and test their generalizability to unseen data. However, data leakage …
relationships and test their generalizability to unseen data. However, data leakage …
Braingb: a benchmark for brain network analysis with graph neural networks
Map** the connectome of the human brain using structural or functional connectivity has
become one of the most pervasive paradigms for neuroimaging analysis. Recently, Graph …
become one of the most pervasive paradigms for neuroimaging analysis. Recently, Graph …
A guide to ComBat harmonization of imaging biomarkers in multicenter studies
The impact of PET image acquisition and reconstruction parameters on SUV measurements
or radiomic feature values is widely documented. This scanner effect is detrimental to the …
or radiomic feature values is widely documented. This scanner effect is detrimental to the …
Evaluation of brain-body health in individuals with common neuropsychiatric disorders
Importance Physical health and chronic medical comorbidities are underestimated,
inadequately treated, and often overlooked in psychiatry. A multiorgan, systemwide …
inadequately treated, and often overlooked in psychiatry. A multiorgan, systemwide …
Image processing and analysis methods for the Adolescent Brain Cognitive Development Study
Abstract The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing,
nationwide study of the effects of environmental influences on behavioral and brain …
nationwide study of the effects of environmental influences on behavioral and brain …
[HTML][HTML] Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan
As medical imaging enters its information era and presents rapidly increasing needs for big
data analytics, robust pooling and harmonization of imaging data across diverse cohorts …
data analytics, robust pooling and harmonization of imaging data across diverse cohorts …