basiralab / HUNet
Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.
☆23Updated 4 years ago
Alternatives and similar repositories for HUNet:
Users that are interested in HUNet are comparing it to the libraries listed below
- ☆14Updated last year
- Hyper-graph based Multi-task Feature Selection for Multi-modal Classification of Alzheimer's Disease☆10Updated 5 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆16Updated last year
- Using Graph Neural Networks to Segment MRIs of Brain Tumors☆22Updated 2 years ago
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆26Updated 4 years ago
- Source code for the paper Residual Enhanced Multi-Hypergraph Neural Network (ICIP 2021).☆18Updated 3 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆14Updated last year
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆17Updated last week
- ☆17Updated 2 years ago
- ☆23Updated 2 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆57Updated last year
- ☆15Updated last month
- HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.☆9Updated 4 years ago
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco☆11Updated 2 years ago
- MedIA 2023☆20Updated last year
- Implementation of Multiplex Graph Networks for Multimodal Brain Network Analysis☆9Updated 6 months ago
- Graph SuperResolution Network using geometric deep learning.☆16Updated 4 years ago
- ☆24Updated 2 years ago
- Official implementation of "Non-Local Graph Neural Networks" [TPAMI]☆22Updated 2 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆22Updated last year
- ☆16Updated last year
- ☆10Updated last year
- Inception Graph Convolutional NN on medical and non-medical datasets☆21Updated 4 years ago
- The codes of Hpyergraph Transformer Nerual Networks.☆19Updated 9 months ago
- [MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis☆10Updated 6 months ago
- The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"☆18Updated last year
- Code of hi-GCN☆26Updated 9 months ago
- ☆9Updated 4 years ago
- https://arxiv.org/abs/2005.06935☆12Updated 2 years ago