GaoLabXDU / MultiOmicsIntegrationStudyLinks
Experimental evaluation and comparison of multi-omics data integration methods for cancer subtyping
☆14Updated 4 years ago
Alternatives and similar repositories for MultiOmicsIntegrationStudy
Users that are interested in MultiOmicsIntegrationStudy are comparing it to the libraries listed below
Sorting:
- ☆42Updated 8 months ago
- resVAE is a restricted latent variational autoencoder that we wrote to uncover hidden structures in gene expression data, especially usin…☆12Updated 2 years ago
- Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis☆54Updated 2 months ago
- using graph convolutional neural network and spaital transcriptomics data to infer cell-cell interactions☆56Updated 4 years ago
- a deep learning approach for integrative cancer subtyping of multi-omics data☆38Updated last year
- Multi-task deep learning framework for multi-omics data analysis☆48Updated 3 years ago
- scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks☆149Updated last year
- ☆16Updated last year
- A deep-learning framework for multi-omics integration☆27Updated 2 years ago
- ☆55Updated 2 years ago
- End-to-end deep learning model for low dimensional latent space extraction and multi-class classification on multi-omics datasets.☆34Updated 4 years ago
- SEQUOIA: Digital profiling of cancer transcriptomes with grouped vision attention☆42Updated 2 months ago
- Identify spatial domain☆79Updated 3 months ago
- MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in…☆168Updated 4 years ago
- ☆48Updated last month
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Updated 4 years ago
- Deep-Learning framework for multi-omic and survival data integration☆83Updated last year
- DeepSpot: Leveraging Spatial Context for Enhanced Spatial Transcriptomics Prediction from H&E Images☆52Updated last month
- ☆34Updated last month
- ☆67Updated last year
- Self-supervised representation learning combining GTEx histology, RNA-seq and WGS☆30Updated 4 months ago
- ☆13Updated last year
- An unsupervised scRNA-seq analysis workflow with graph attention networks☆26Updated 2 years ago
- scDCC: Single Cell Deep Constrained Clustering☆40Updated last year
- ☆16Updated last week
- Cell clustering for spatial transcriptomics data with graph neural network☆63Updated 2 years ago
- ☆33Updated 4 years ago
- ☆39Updated last year
- a unified single-cell data integration framework by optimal transport☆35Updated 10 months ago
- ☆60Updated 9 months ago