Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation …
Diffusion MRI tractography is an advanced imaging technique that enables in vivo mapping
of the brain's white matter connections. White matter parcellation classifies tractography …
of the brain's white matter connections. White matter parcellation classifies tractography …
Mapping the individual human cortex using multidimensional MRI and unsupervised learning
Human evolution has seen the development of higher-order cognitive and social capabilities
in conjunction with the unique laminar cytoarchitecture of the human cortex. Moreover, early …
in conjunction with the unique laminar cytoarchitecture of the human cortex. Moreover, early …
Superficial white matter across development, young adulthood, and aging: volume, thickness, and relationship with cortical features
Superficial white matter (SWM) represents a significantly understudied part of the human
brain, despite comprising a large portion of brain volume and making up a majority of cortico …
brain, despite comprising a large portion of brain volume and making up a majority of cortico …
[HTML][HTML] High-resolution multi-shot diffusion imaging of structural networks in healthy neurocognitive aging
JL Merenstein, J Zhao, HA Mullin, MD Rudolph… - NeuroImage, 2023 - Elsevier
Healthy neurocognitive aging has been associated with the microstructural degradation of
white matter pathways that connect distributed gray matter regions, assessed by diffusion …
white matter pathways that connect distributed gray matter regions, assessed by diffusion …
Anat-SFSeg: Anatomically-guided superficial fiber segmentation with point-cloud deep learning
Diffusion magnetic resonance imaging (dMRI) tractography is a critical technique to map the
brain's structural connectivity. Accurate segmentation of white matter, particularly the …
brain's structural connectivity. Accurate segmentation of white matter, particularly the …
Assessment of the Depiction of Superficial White Matter Using Ultra‐High‐Resolution Diffusion MRI
The superficial white matter (SWM) consists of numerous short‐range association fibers
connecting adjacent and nearby gyri and plays an important role in brain function …
connecting adjacent and nearby gyri and plays an important role in brain function …
Short fiber bundle filtering and test-retest reproducibility of the Superficial White Matter
In recent years, there has been a growing interest in studying the Superficial White Matter
(SWM). The SWM consists of short association fibers connecting near giry of the cortex, with …
(SWM). The SWM consists of short association fibers connecting near giry of the cortex, with …
Improved Functionnectome by dissociating the contributions of white matter fiber classes to functional activation
Integrating the underlying brain circuit's structural and functional architecture is required to
explore the functional organization of cognitive networks. In that regard, we recently …
explore the functional organization of cognitive networks. In that regard, we recently …
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 …
The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study
The shape of the brain's white matter connections is relatively unexplored in diffusion MRI
tractography analysis. While it is known that tract shape varies in populations and across the …
tractography analysis. While it is known that tract shape varies in populations and across the …