functional connectivity

Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021 M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021 Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NeurIPS 2020 Multi-graph Fusion for Functional Neuroimaging Biomarker Detection IJCAI 2020 Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019 Infra-slow brain dynamics as a marker for cognitive function and decline NeurIPS 2019 Detrended Partial Cross Correlation for Brain Connectivity Analysis NeurIPS 2017 Mapping distinct timescales of functional interactions among brain networks NeurIPS 2017 Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014 Brain covariance selection: better individual functional connectivity models using population prior NeurIPS 2010 Functional Geometry Alignment and Localization of Brain Areas NeurIPS 2010 Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NeurIPS 2010 Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NeurIPS 2010 Discriminative Network Models of Schizophrenia NeurIPS 2009 Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NeurIPS 2009 fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NeurIPS 2009 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009