Cross--domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction

arXiv:2403.19001v1 Announce Type: new
Abstract: 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 structural and functionality correlations of the human brain. In this work, we investigate the shape of the brain's 3D white matter connections and its potential predictive relationship to human cognitive function. We reconstruct brain connections as sequences of 3D points using diffusion magnetic resonance imaging (dMRI) tractography. To describe …

abstract analysis arxiv brain brain imaging cluster cognitive computer computer graphics correlations cs.ai cs.cv domain eess.iv features graphics human imaging language object performance prediction q-bio.nc role type work