Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms
Coupled tensor decompositions (CTDs) perform data fusion by linking factors from different
datasets. Although many CTDs have been already proposed, current works do not address …
datasets. Although many CTDs have been already proposed, current works do not address …
TGNet: tensor-based graph convolutional networks for multimodal brain network analysis
Multimodal brain network analysis enables a comprehensive understanding of neurological
disorders by integrating information from multiple neuroimaging modalities. However …
disorders by integrating information from multiple neuroimaging modalities. However …
[HTML][HTML] Independent Vector Analysis for Feature Extraction in Motor Imagery Classification
Independent vector analysis (IVA) can be viewed as an extension of independent
component analysis (ICA) to multiple datasets. It exploits the statistical dependency between …
component analysis (ICA) to multiple datasets. It exploits the statistical dependency between …
Assessing Pediatric Cognitive Development via Multisensory Brain Imaging Analysis
I Belyaeva, YP Wang, TW Wilson… - 2024 32nd …, 2024 - ieeexplore.ieee.org
Adolescence is a special period between childhood and adulthood and constitutes a critical
developmental stage for humans. During adolescence, the brain processes various stimuli …
developmental stage for humans. During adolescence, the brain processes various stimuli …