[HTML][HTML] Sex differences in the human brain: a roadmap for more careful analysis and interpretation of a biological reality
AR DeCasien, E Guma, S Liu, A Raznahan - Biology of Sex Differences, 2022 - Springer
The presence, magnitude, and significance of sex differences in the human brain are hotly
debated topics in the scientific community and popular media. This debate is largely fueled …
debated topics in the scientific community and popular media. This debate is largely fueled …
Reproducibility in neuroimaging analysis: challenges and solutions
R Botvinik-Nezer, TD Wager - Biological Psychiatry: Cognitive …, 2023 - Elsevier
Recent years have marked a renaissance in efforts to increase research reproducibility in
psychology, neuroscience, and related fields. Reproducibility is the cornerstone of a solid …
psychology, neuroscience, and related fields. Reproducibility is the cornerstone of a solid …
Standardizing workflows in imaging transcriptomics with the abagen toolbox
Gene expression fundamentally shapes the structural and functional architecture of the
human brain. Open-access transcriptomic datasets like the Allen Human Brain Atlas provide …
human brain. Open-access transcriptomic datasets like the Allen Human Brain Atlas provide …
[HTML][HTML] Comparing spatial null models for brain maps
RD Markello, B Misic - NeuroImage, 2021 - Elsevier
Technological and data sharing advances have led to a proliferation of high-resolution
structural and functional maps of the brain. Modern neuroimaging research increasingly …
structural and functional maps of the brain. Modern neuroimaging research increasingly …
[HTML][HTML] One size does not fit all: methodological considerations for brain-based predictive modeling in psychiatry
Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
across individuals, and no two patients with a shared diagnosis exhibit identical symptom …
[HTML][HTML] Transdiagnostic dimensions of psychopathology explain individuals' unique deviations from normative neurodevelopment in brain structure
Psychopathology is rooted in neurodevelopment. However, clinical and biological
heterogeneity, together with a focus on case-control approaches, have made it difficult to link …
heterogeneity, together with a focus on case-control approaches, have made it difficult to link …
Moving beyond processing and analysis-related variation in neuroscience
When fields lack consensus standards and ground truths for their analytic methods,
reproducibility can be more of an ideal than a reality. Such has been the case for functional …
reproducibility can be more of an ideal than a reality. Such has been the case for functional …
[HTML][HTML] Automated medical diagnosis of Alzheimer´ s disease using an efficient net convolutional neural network
Alzheimer's disease (AD) poses an enormous challenge to modern healthcare. Since 2017,
researchers have been using deep learning (DL) models for the early detection of AD using …
researchers have been using deep learning (DL) models for the early detection of AD using …
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research
By promising more accurate diagnostics and individual treatment recommendations, deep
neural networks and in particular convolutional neural networks have advanced to a …
neural networks and in particular convolutional neural networks have advanced to a …
On the variability of dynamic functional connectivity assessment methods
Background Dynamic functional connectivity (dFC) has become an important measure for
understanding brain function and as a potential biomarker. However, various methodologies …
understanding brain function and as a potential biomarker. However, various methodologies …