[HTML][HTML] Modeling brain sex in the limbic system as phenotype for female-prevalent mental disorders
Background Sex differences exist in the prevalence and clinical manifestation of several
mental disorders, suggesting that sex-specific brain phenotypes may play key roles …
mental disorders, suggesting that sex-specific brain phenotypes may play key roles …
Confound-leakage: confound removal in machine learning leads to leakage
Background Machine learning (ML) approaches are a crucial component of modern data
analysis in many fields, including epidemiology and medicine. Nonlinear ML methods often …
analysis in many fields, including epidemiology and medicine. Nonlinear ML methods often …
Is resting state fMRI better than individual characteristics at predicting cognition?
Abstract Changes in spontaneous brain activity at rest provide rich information about
behavior and cognition. The mathematical properties of resting-state functional magnetic …
behavior and cognition. The mathematical properties of resting-state functional magnetic …
[HTML][HTML] Classifying sex with volume-matched brain MRI
M Ebel, M Domin, N Neumann, CO Schmidt, M Lotze… - Neuroimage …, 2023 - Elsevier
Sex differences in the size of specific brain structures have been extensively studied, but
careful and reproducible statistical hypothesis testing to identify them produced overall small …
careful and reproducible statistical hypothesis testing to identify them produced overall small …
Sex classification from functional brain connectivity: Generalization to multiple datasets
L Wiersch, P Friedrich, S Hamdan… - Human brain …, 2024 - Wiley Online Library
Abstract Machine learning (ML) approaches are increasingly being applied to neuroimaging
data. Studies in neuroscience typically have to rely on a limited set of training data which …
data. Studies in neuroscience typically have to rely on a limited set of training data which …
[HTML][HTML] Univariate and multivariate sex differences and similarities in gray matter volume within essential language-processing areas
Background Sex differences in language-related abilities have been reported. It is generally
assumed that these differences stem from a different organization of language in the brains …
assumed that these differences stem from a different organization of language in the brains …
[HTML][HTML] Sex differences in intrinsic functional cortical organization reflect differences in network topology rather than cortical morphometry
Brain size robustly differs between sexes. However, the consequences of this anatomical
dimorphism on sex differences in intrinsic brain function remain unclear. We investigated the …
dimorphism on sex differences in intrinsic brain function remain unclear. We investigated the …
Sex and Gender in Population Neuroscience
DE Vosberg - 2024 - Springer
To understand psychiatric and neurological disorders and the structural and functional
properties of the human brain, it is essential to consider the roles of sex and gender. In this …
properties of the human brain, it is essential to consider the roles of sex and gender. In this …