A resource for development and comparison of multimodal brain 3T MRI harmonisation approaches

Warrington, Shaun; Ntata, Asante; Mougin, Olivier; Campbell, Jon; Torchi, Andrea; Craig, Martin; Alfaro-Almagro, Fidel; Miller, Karla L.; Morgan, Paul S.; Jenkinson, Mark; Sotiropoulos, Stamatios N.

doi:10.1162/imag_a_00042

All Outputs (4)

The spatial extent of anatomical connections within the thalamus varies across the cortical hierarchy in humans and macaques (2024)
Journal Article

Each cortical area has a distinct pattern of anatomical connections within the thalamus, a central subcortical structure composed of functionally and structurally distinct nuclei. Previous studies have suggested that certain cortical areas may have m... Read More about The spatial extent of anatomical connections within the thalamus varies across the cortical hierarchy in humans and macaques.

Generalising XTRACT tractography protocols across common macaque brain templates (2024)
Journal Article

Non-human primates are extensively used in neuroscience research as models of the human brain, with the rhesus macaque being a prominent example. We have previously introduced a set of tractography protocols (XTRACT) for reconstructing 42 correspondi... Read More about Generalising XTRACT tractography protocols across common macaque brain templates.

On the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations (2024)
Journal Article

Associations between datasets can be discovered through multivariate methods like Canonical Correlation Analysis (CCA) or Partial Least Squares (PLS). A requisite property for interpretability and generalizability of CCA/PLS associations is stability... Read More about On the stability of canonical correlation analysis and partial least squares with application to brain-behavior associations.

A resource for development and comparison of multimodal brain 3T MRI harmonisation approaches (2023)
Journal Article

Despite the huge potential of magnetic resonance imaging (MRI) in mapping and exploring the brain, MRI measures can often be limited in their consistency, reproducibility and accuracy which subsequently restricts their quantifiability. Nuisance nonbi... Read More about A resource for development and comparison of multimodal brain 3T MRI harmonisation approaches.