| Early Disease Stage Characterization in Parkinson's Disease from Resting-state fMRI Data Using a Long Short-term Memory Network | Feb 11, 2022 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI | Jan 31, 2022 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| The positive-negative mode link between brain connectivity, demographics, and behavior: A pre-registered replication of Smith et al. 2015 | Jan 25, 2022 | Functional Connectivity | —Unverified | 0 |
| Control Theory Illustrates the Energy Efficiency in the Dynamic Reconfiguration of Functional Connectivity | Jan 7, 2022 | Functional Connectivity | —Unverified | 0 |
| MHATC: Autism Spectrum Disorder identification utilizing multi-head attention encoder along with temporal consolidation modules | Dec 27, 2021 | Functional Connectivity | —Unverified | 0 |
| Temporal Analysis of Functional Brain Connectivity for EEG-based Emotion Recognition | Dec 23, 2021 | ClassificationEEG | —Unverified | 0 |
| Learning to Model the Relationship Between Brain Structural and Functional Connectomes | Dec 18, 2021 | DecoderFunctional Connectivity | CodeCode Available | 0 |
| Untangling the brain web: from the early days of complex functional networks to the non-linear dynamical directed functional connectivity measures | Dec 17, 2021 | Functional Connectivity | —Unverified | 0 |
| Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures | Dec 8, 2021 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| A deep learning model for data-driven discovery of functional connectivity | Dec 7, 2021 | Functional Connectivity | CodeCode Available | 0 |
