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[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 …
Cognition and resting-state functional connectivity in schizophrenia
Individuals with schizophrenia consistently display deficits in a multitude of cognitive
domains, but the neurobiological source of these cognitive impairments remains unclear. By …
domains, but the neurobiological source of these cognitive impairments remains unclear. By …
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 …
Genome-wide analyses of ADHD identify 27 risk loci, refine the genetic architecture and implicate several cognitive domains
Attention-deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder
with a major genetic component. Here, we present a genome-wide association study meta …
with a major genetic component. Here, we present a genome-wide association study meta …
Intrinsic activity development unfolds along a sensorimotor–association cortical axis in youth
Animal studies of neurodevelopment have shown that recordings of intrinsic cortical activity
evolve from synchronized and high amplitude to sparse and low amplitude as plasticity …
evolve from synchronized and high amplitude to sparse and low amplitude as plasticity …
Harmonization of multi-site diffusion tensor imaging data
Diffusion tensor imaging (DTI) is a well-established magnetic resonance imaging (MRI)
technique used for studying microstructural changes in the white matter. As with many other …
technique used for studying microstructural changes in the white matter. As with many other …
Task-induced brain state manipulation improves prediction of individual traits
Recent work has begun to relate individual differences in brain functional organization to
human behaviors and cognition, but the best brain state to reveal such relationships remains …
human behaviors and cognition, but the best brain state to reveal such relationships remains …
Development of structure–function coupling in human brain networks during youth
The protracted development of structural and functional brain connectivity within distributed
association networks coincides with improvements in higher-order cognitive processes such …
association networks coincides with improvements in higher-order cognitive processes such …
[HTML][HTML] Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity
Since initial reports regarding the impact of motion artifact on measures of functional
connectivity, there has been a proliferation of participant-level confound regression methods …
connectivity, there has been a proliferation of participant-level confound regression methods …
Linked dimensions of psychopathology and connectivity in functional brain networks
Neurobiological abnormalities associated with psychiatric disorders do not map well to
existing diagnostic categories. High co-morbidity suggests dimensional circuit-level …
existing diagnostic categories. High co-morbidity suggests dimensional circuit-level …