Establishment of best practices for evidence for prediction: a review
Importance Great interest exists in identifying methods to predict neuropsychiatric disease
states and treatment outcomes from high-dimensional data, including neuroimaging and …
states and treatment outcomes from high-dimensional data, including neuroimaging and …
Studying individual differences in human adolescent brain development
L Foulkes, SJ Blakemore - Nature neuroscience, 2018 - nature.com
Adolescence is a period of social, psychological and biological development. During
adolescence, relationships with others become more complex, peer relationships are …
adolescence, relationships with others become more complex, peer relationships are …
What is the test-retest reliability of common task-functional MRI measures? New empirical evidence and a meta-analysis
ML Elliott, AR Knodt, D Ireland, ML Morris… - Psychological …, 2020 - journals.sagepub.com
Identifying brain biomarkers of disease risk is a growing priority in neuroscience. The ability
to identify meaningful biomarkers is limited by measurement reliability; unreliable measures …
to identify meaningful biomarkers is limited by measurement reliability; unreliable measures …
Precision functional mapping of individual human brains
Human functional MRI (fMRI) research primarily focuses on analyzing data averaged across
groups, which limits the detail, specificity, and clinical utility of fMRI resting-state functional …
groups, which limits the detail, specificity, and clinical utility of fMRI resting-state functional …
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 …
[HTML][HTML] Movie-watching outperforms rest for functional connectivity-based prediction of behavior
ES Finn, PA Bandettini - NeuroImage, 2021 - Elsevier
A major goal of human neuroscience is to relate differences in brain function to differences
in behavior across people. Recent work has established that whole-brain functional …
in behavior across people. Recent work has established that whole-brain functional …
Small sample sizes reduce the replicability of task-based fMRI studies
Despite a growing body of research suggesting that task-based functional magnetic
resonance imaging (fMRI) studies often suffer from a lack of statistical power due to too …
resonance imaging (fMRI) studies often suffer from a lack of statistical power due to too …
Global signal regression strengthens association between resting-state functional connectivity and behavior
Global signal regression (GSR) is one of the most debated preprocessing strategies for
resting-state functional MRI. GSR effectively removes global artifacts driven by motion and …
resting-state functional MRI. GSR effectively removes global artifacts driven by motion and …
Broca's area is not a natural kind
E Fedorenko, IA Blank - Trends in cognitive sciences, 2020 - cell.com
Theories of human cognition prominently feature'Broca's area', which causally contributes to
a myriad of mental functions. However, Broca's area is not a monolithic, multipurpose unit–it …
a myriad of mental functions. However, Broca's area is not a monolithic, multipurpose unit–it …
Benchmarking functional connectome-based predictive models for resting-state fMRI
Functional connectomes reveal biomarkers of individual psychological or clinical traits.
However, there is great variability in the analytic pipelines typically used to derive them from …
However, there is great variability in the analytic pipelines typically used to derive them from …