Diagnostic and Therapeutic Issues in Glioma Using Imaging Data: The Challenge of Numerical Twinning
Glial tumors represent the leading etiology of primary brain tumors. Their particularities lie in
(i) their location in a highly functional organ that is difficult to access surgically, including for …
(i) their location in a highly functional organ that is difficult to access surgically, including for …
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography
The relationship between brain connections and non-imaging phenotypes is increasingly
studied using deep neural networks. However, the local and global properties of the brain's …
studied using deep neural networks. However, the local and global properties of the brain's …
Cross--domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction
Shape plays an important role in computer graphics, offering informative features to convey
an object's morphology and functionality. Shape analysis in brain imaging can help interpret …
an object's morphology and functionality. Shape analysis in brain imaging can help interpret …
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging
Parcellation of white matter tractography provides anatomical features for disease
prediction, anatomical tract segmentation, surgical brain mapping, and non-imaging …
prediction, anatomical tract segmentation, surgical brain mapping, and non-imaging …