Statistical power in network neuroscience

K Helwegen, I Libedinsky… - Trends in Cognitive …, 2023 - cell.com
Network neuroscience has emerged as a leading method to study brain connectivity. The
success of these investigations is dependent not only on approaches to accurately map …

[HTML][HTML] One size does not fit all: methodological considerations for brain-based predictive modeling in psychiatry

E Dhamala, BTT Yeo, AJ Holmes - Biological Psychiatry, 2023 - Elsevier
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 …

Heritability and interindividual variability of regional structure-function coupling

Z Gu, KW Jamison, MR Sabuncu… - Nature Communications, 2021 - nature.com
White matter structural connections are likely to support flow of functional activation or
functional connectivity. While the relationship between structural and functional connectivity …

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

KG Schilling, F Rheault, L Petit, CB Hansen, V Nath… - Neuroimage, 2021 - Elsevier
White matter bundle segmentation using diffusion MRI fiber tractography has become the
method of choice to identify white matter fiber pathways in vivo in human brains. However …

[HTML][HTML] Structure-function coupling in the human connectome: A machine learning approach

T Sarwar, Y Tian, BTT Yeo, K Ramamohanarao… - NeuroImage, 2021 - Elsevier
While the function of most biological systems is tightly constrained by their structure, current
evidence suggests that coupling between the structure and function of brain networks is …

Biological constraints on neural network models of cognitive function

F Pulvermüller, R Tomasello… - Nature Reviews …, 2021 - nature.com
Neural network models are potential tools for improving our understanding of complex brain
functions. To address this goal, these models need to be neurobiologically realistic …

Overcoming false-positive gene-category enrichment in the analysis of spatially resolved transcriptomic brain atlas data

BD Fulcher, A Arnatkeviciute, A Fornito - Nature communications, 2021 - nature.com
Transcriptomic atlases have improved our understanding of the correlations between gene-
expression patterns and spatially varying properties of brain structure and function. Gene …

Enhancing precision in human neuroscience

S Nebe, M Reutter, DH Baker, J Bölte, G Domes… - Elife, 2023 - elifesciences.org
Human neuroscience has always been pushing the boundary of what is measurable. During
the last decade, concerns about statistical power and replicability–in science in general, but …

A new method for accurate in vivo mapping of human brain connections using microstructural and anatomical information

S Schiavi, M Ocampo-Pineda, M Barakovic, L Petit… - Science …, 2020 - science.org
Diffusion magnetic resonance imaging is a noninvasive imaging modality that has been
extensively used in the literature to study the neuronal architecture of the brain in a wide …

Heritability of individualized cortical network topography

KM Anderson, T Ge, R Kong… - Proceedings of the …, 2021 - National Acad Sciences
Human cortex is patterned by a complex and interdigitated web of large-scale functional
networks. Recent methodological breakthroughs reveal variation in the size, shape, and …