BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations.
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CoRR, 2024
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks.
IEEE Trans. Medical Imaging, February, 2023
R-Mixup: Riemannian Mixup for Biological Networks.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Deep Dag Learning of Effective Brain Connectivity for FMRI Analysis.
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Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Transformer-Based Hierarchical Clustering for Brain Network Analysis.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Dynamic Brain Transformer with Multi-Level Attention for Functional Brain Network Analysis.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks.
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CoRR, 2022
Brain Network Transformer.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks (Extended Abstract).
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Proceedings of the IEEE International Conference on Big Data, 2022
BraceNet: Graph-Embedded Neural Network For Brain Network Analysis.
Proceedings of the IEEE International Conference on Big Data, 2022
Transformer-Based Hierarchical Clustering for Brain Network Analysis (Extended Abstract).
Proceedings of the IEEE International Conference on Big Data, 2022
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract).
Proceedings of the IEEE International Conference on Big Data, 2022
Effective and Interpretable fMRI Analysis via Functional Brain Network Generation.
CoRR, 2021
A hierarchical independent component analysis model for longitudinal neuroimaging studies.
NeuroImage, 2019
A smooth nonparametric approach to determining cut-points of a continuous scale.
Comput. Stat. Data Anal., 2019
Estimating dynamic brain functional networks using multi-subject fMRI data.
NeuroImage, 2018
Integrative Bayesian analysis of brain functional networks incorporating anatomical knowledge.
NeuroImage, 2018
Evaluating the Strength of Structural Connectivity Underlying Brain Functional Networks.
Brain Connect., 2018
Predicting individual brain functional connectivity using a Bayesian hierarchical model.
NeuroImage, 2017
Modeling dose-dependent neural processing responses using mixed effects spline models: With application to a PET study of ethanol.
NeuroImage, 2008