| Modular Boundaries in Recurrent Neural Networks | Oct 31, 2023 | Community DetectionDimensionality Reduction | CodeCode Available | 2 | 5 |
| BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks | Mar 17, 2022 | Functional Connectivity | CodeCode Available | 2 | 5 |
| MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI | Jul 3, 2024 | Functional ConnectivityGraph Neural Network | CodeCode Available | 2 | 5 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 | 5 |
| EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network | Nov 17, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Fader Networks for domain adaptation on fMRI: ABIDE-II study | Oct 14, 2020 | Domain AdaptationFunctional Connectivity | CodeCode Available | 1 | 5 |
| Contrastive Graph Learning for Population-based fMRI Classification | Mar 26, 2022 | ClassificationFunctional Connectivity | CodeCode Available | 1 | 5 |
| An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment | Jul 24, 2023 | Functional ConnectivityGraph Attention | CodeCode Available | 1 | 5 |
| CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis | Jan 4, 2023 | Functional ConnectivityGraph Neural Network | CodeCode Available | 1 | 5 |
| BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck | May 7, 2022 | DiagnosticFunctional Connectivity | CodeCode Available | 1 | 5 |
