3 papers
cs.LG2025
NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text
Yanting Yang, Xiaoxiao Li
Integrating functional magnetic resonance imaging (fMRI) connectivity data with phenotypic textual descriptors (e.g., disease label, demographic data) holds significant potential t…
q-bio.NC2024
Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering
Yanting Yang, Beidi Zhao, Zhuohao Ni +2
Neuroscientific research has revealed that the complex brain network can be organized into distinct functional communities, each characterized by a cohesive group of regions of int…
q-bio.NC2023
Learning High-Order Relationships of Brain Regions
Weikang Qiu, Huangrui Chu, Selena Wang +4
Discovering reliable and informative relationships among brain regions from functional magnetic resonance imaging (fMRI) signals is essential in phenotypic predictions. Most of the…