TractoFormer: a novel fiber-level whole brain tractography analysis framework using spectral embedding and vision transformers
Diffusion MRI tractography is an advanced imaging technique for quantitative mapping of
the brain's structural connectivity. Whole brain tractography (WBT) data contains over …
the brain's structural connectivity. Whole brain tractography (WBT) data contains over …
[HTML][HTML] Connectome spatial smoothing (CSS): Concepts, methods, and evaluation
Structural connectomes are increasingly mapped at high spatial resolutions comprising
many hundreds—if not thousands—of network nodes. However, high-resolution …
many hundreds—if not thousands—of network nodes. However, high-resolution …
[HTML][HTML] An end‐to‐end infant brain parcellation pipeline
Objective Accurate infant brain parcellation is crucial for understanding early brain
development; however, it is challenging due to the inherent low tissue contrast, high noise …
development; however, it is challenging due to the inherent low tissue contrast, high noise …
[HTML][HTML] Enhancing cortical network-level participation coefficient as a potential mechanism for transfer in cognitive training in aMCI
Effective cognitive training must improve cognition beyond the trained domain (show a
transfer effect) and be applicable to dementia-risk populations, eg, amnesic mild cognitive …
transfer effect) and be applicable to dementia-risk populations, eg, amnesic mild cognitive …
A brain subcortical segmentation tool based on anatomy attentional fusion network for developing macaques
Abstract Magnetic Resonance Imaging (MRI) plays a pivotal role in the accurate
measurement of brain subcortical structures in macaques, which is crucial for unraveling the …
measurement of brain subcortical structures in macaques, which is crucial for unraveling the …
Imaging of the superficial white matter in health and disease
The superficial white matter, the layer of white matter immediately deep to the cortical grey
matter, is a highly complex, heterogeneous tissue region comprising dense meshes of …
matter, is a highly complex, heterogeneous tissue region comprising dense meshes of …
Randomizing Human Brain Function Representation for Brain Disease Diagnosis
Resting-state fMRI (rs-fMRI) is an effective tool for quantifying functional connectivity (FC),
which plays a crucial role in exploring various brain diseases. Due to the high …
which plays a crucial role in exploring various brain diseases. Due to the high …
CCA identifies a neurophysiological marker of adaptation capacity that is reliably linked to internal locus of control of cognition in amnestic MCI
Locus of control (LOC) describes whether an individual thinks that they themselves (internal
LOC) or external factors (external LOC) have more influence on their lives. LOC varies by …
LOC) or external factors (external LOC) have more influence on their lives. LOC varies by …
Joint Semi-Symmetric Tensor PCA for Integrating Multi-modal Populations of Networks
Multi-modal populations of networks arise in many scenarios including in large-scale multi-
modal neuroimaging studies that capture both functional and structural neuroimaging data …
modal neuroimaging studies that capture both functional and structural neuroimaging data …
Bayesian inference with the l1-ball prior: solving combinatorial problems with exact zeros
The l 1-regularisation is very popular in high-dimensional statistics—it changes a
combinatorial problem of choosing which subset of the parameter is zero, into a simple …
combinatorial problem of choosing which subset of the parameter is zero, into a simple …