basiralab / HUNetLinks
Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.
☆23Updated 5 years ago
Alternatives and similar repositories for HUNet
Users that are interested in HUNet are comparing it to the libraries listed below
Sorting:
- ☆15Updated last year
- Hyper-graph based Multi-task Feature Selection for Multi-modal Classification of Alzheimer's Disease☆12Updated 6 years ago
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco☆12Updated 3 years ago
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆28Updated 5 years ago
- [MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis☆13Updated last year
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆62Updated 2 years ago
- Source code for the paper Residual Enhanced Multi-Hypergraph Neural Network (ICIP 2021).☆18Updated 4 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 5 years ago
- Using Graph Neural Networks to Segment MRIs of Brain Tumors☆28Updated 3 years ago
- ☆23Updated 3 years ago
- Inception Graph Convolutional NN on medical and non-medical datasets☆22Updated 5 years ago
- ☆22Updated 4 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆26Updated 2 years ago
- How to fuse a population of graphs into a single one using graph neural networks?☆26Updated 2 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆19Updated 2 years ago
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆22Updated 8 months ago
- ☆22Updated 9 months ago
- An implementation of Denoising Variational AutoEncoder with Topological loss☆32Updated 4 years ago
- Code for the paper "Multimodal brain age estimation using interpretable adaptive population-graph learning"☆10Updated last year
- Graph SuperResolution Network using geometric deep learning.☆16Updated 4 years ago
- Second-Order Pooling for Graph Neural Networks☆16Updated 5 years ago
- The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"☆19Updated last year
- ☆19Updated 2 years ago
- https://arxiv.org/abs/2005.06935☆12Updated 2 years ago
- This is the repository for paper `Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks'.☆13Updated last year
- MedIA 2023☆22Updated 2 years ago
- Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory☆14Updated 3 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆40Updated 2 years ago
- [ICCV2023] "Vision HGNN: An Image is More than a Graph of Nodes" by Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, and Zhangyang Wang☆61Updated 5 months ago
- Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis☆16Updated 2 years ago