| Abnormal Functional Brain Network Connectivity Associated with Alzheimer's Disease | May 16, 2023 | Functional Connectivity | CodeCode Available | 0 | 5 |
| Automatic Discovery of Visual Circuits | Apr 22, 2024 | Functional Connectivity | CodeCode Available | 0 | 5 |
| Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary Learning | Jun 7, 2021 | Dictionary LearningFunctional Connectivity | CodeCode Available | 0 | 5 |
| Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI | Nov 17, 2023 | Functional ConnectivityGraph Learning | CodeCode Available | 0 | 5 |
| A deep learning model for data-driven discovery of functional connectivity | Dec 7, 2021 | Functional Connectivity | CodeCode Available | 0 | 5 |
| NeoRS: a neonatal resting state fMRI data preprocessing pipeline | Apr 8, 2022 | Functional ConnectivitySpecificity | CodeCode Available | 0 | 5 |
| Neuronal functional connectivity graph estimation with the R package neurofuncon | Feb 8, 2024 | Functional Connectivity | CodeCode Available | 0 | 5 |
| NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes | Sep 26, 2024 | 2-task Classification4-task Classification | CodeCode Available | 0 | 5 |
| Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices | Apr 10, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Online neural connectivity estimation with ensemble stimulation | Jul 27, 2020 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 | 5 |
| A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification | Feb 14, 2023 | Functional ConnectivityGraph Embedding | CodeCode Available | 0 | 5 |
| Quantification of structural brain connectivity via a conductance model | Apr 1, 2019 | Diffusion MRIFunctional Connectivity | CodeCode Available | 0 | 5 |
| Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models | Jun 1, 2021 | Active LearningFunctional Connectivity | CodeCode Available | 0 | 5 |
| EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning | Oct 5, 2023 | Explainable artificial intelligenceFunctional Connectivity | CodeCode Available | 0 | 5 |
| An optimized pipeline for functional connectivity analysis in the rat brain | Jan 27, 2020 | DenoisingFunctional Connectivity | CodeCode Available | 0 | 5 |
| RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020 | Feb 9, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Angle Basis: a Generative Model and Decomposition for Functional Connectivity | May 17, 2023 | Functional Connectivity | CodeCode Available | 0 | 5 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 | 5 |
| Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds | May 16, 2018 | Change DetectionFunctional Connectivity | CodeCode Available | 0 | 5 |
| GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity | Mar 4, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Brain Network Construction and Classification Toolbox (BrainNetClass) | Jun 17, 2019 | ClassificationFunctional Connectivity | CodeCode Available | 0 | 5 |
| A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence | Jun 16, 2020 | Functional Connectivity | CodeCode Available | 0 | 5 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | CodeCode Available | 0 | 5 |
| DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning | Sep 27, 2022 | Functional ConnectivityGraph structure learning | CodeCode Available | 0 | 5 |
| A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds | May 13, 2024 | Functional Connectivity | CodeCode Available | 0 | 5 |
