GaoLabXDU / MultiOmicsIntegrationStudy
Experimental evaluation and comparison of multi-omics data integration methods for cancer subtyping
☆11Updated 3 years ago
Related projects: ⓘ
- ☆41Updated 2 years ago
- resVAE is a restricted latent variational autoencoder that we wrote to uncover hidden structures in gene expression data, especially usin…☆12Updated last year
- A deep-learning framework for multi-omics integration☆22Updated last year
- Multi-omics integration method using AE and GCN☆28Updated last year
- ☆29Updated this week
- using graph convolutional neural network and spaital transcriptomics data to infer cell-cell interactions☆55Updated 3 years ago
- ☆11Updated 8 months ago
- End-to-end deep learning model for low dimensional latent space extraction and multi-class classification on multi-omics datasets.☆30Updated 3 years ago
- ☆47Updated last year
- ☆8Updated 4 years ago
- ☆60Updated 10 months ago
- ☆28Updated 3 years ago
- scPretrain: Multi-task self-supervised learning for cell type classification☆21Updated 2 years ago
- Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis☆51Updated 2 years ago
- a deep learning approach for integrative cancer subtyping of multi-omics data☆37Updated 4 months ago
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆20Updated 3 years ago
- ☆45Updated 5 months ago
- An unsupervised scRNA-seq analysis workflow with graph attention networks☆24Updated last year
- Code to reproduce results in Ravindra NG* & Sehanobish A* et al. 2020, "Disease State Prediction From Single-Cell Data Using Graph Attent…☆16Updated 4 years ago
- Cell clustering for spatial transcriptomics data with graph neural network☆55Updated last year
- Identify spatial domain☆54Updated last year
- Hypergraph Factorisation☆20Updated last year
- Multi-task deep learning framework for multi-omics data analysis☆40Updated 2 years ago
- ☆32Updated 2 years ago
- ☆15Updated 3 years ago
- a unified single-cell data integration framework by optimal transport☆30Updated last year
- ☆17Updated 3 years ago
- Pathformer: biological pathway informed transformer model☆23Updated 8 months ago
- ☆11Updated 5 months ago
- ☆52Updated last year