| Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging | Oct 3, 2024 | Functional Connectivity | —Unverified | 0 |
| Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI | Sep 30, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| Latent Representation Learning for Multimodal Brain Activity Translation | Sep 27, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes | Sep 26, 2024 | 2-task Classification4-task Classification | CodeCode Available | 0 |
| A novel brain registration model combining structural and functional MRI information | Sep 26, 2024 | Functional Connectivity | —Unverified | 0 |
| Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection | Sep 18, 2024 | Autism detectionFunctional Connectivity | CodeCode Available | 0 |
| Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations | Sep 17, 2024 | Functional Connectivity | —Unverified | 0 |
| Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis | Sep 11, 2024 | Functional Connectivity | —Unverified | 0 |
| MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder | Sep 10, 2024 | Functional ConnectivityGraph Learning | —Unverified | 0 |
| Connectivity-Inspired Network for Context-Aware Recognition | Sep 6, 2024 | Biologically-plausible TrainingCausal Discovery | CodeCode Available | 0 |
