zhangxiaoyu11 / OmiTransLinks
The first GANs-based omics-to-omics translation framework
☆13Updated last year
Alternatives and similar repositories for OmiTrans
Users that are interested in OmiTrans are comparing it to the libraries listed below
Sorting:
- Multi-task deep learning framework for multi-omics data analysis☆45Updated 3 years ago
- A deep-learning framework for multi-omics integration☆26Updated last year
- scPretrain: Multi-task self-supervised learning for cell type classification☆23Updated 3 years ago
- P-NET, Biologically informed deep neural network for prostate cancer classification and discovery☆152Updated 3 years ago
- ☆15Updated 4 years ago
- Few shot learning for cancer☆36Updated 3 years ago
- Code to reproduce results in Ravindra NG* & Sehanobish A* et al. 2020, "Disease State Prediction From Single-Cell Data Using Graph Attent…☆16Updated 5 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Updated 8 months ago
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Updated 4 years ago
- using graph convolutional neural network and spaital transcriptomics data to infer cell-cell interactions☆56Updated 4 years ago
- ☆33Updated 3 years ago
- ☆55Updated 2 years ago
- ☆42Updated 6 months ago
- High-Dimensional Gene Expression and Morphology Profiles of Cells across 28,000 Genetic and Chemical Perturbations☆48Updated 5 months ago
- Drug Response Prediction and Biomarker Discovery Using Multi-Modal Deep Learning☆14Updated last year
- A generative topic model that facilitates integrative analysis of large-scale single-cell RNA sequencing data.☆50Updated 3 years ago
- Code for the paper: Mixed Models with Multiple Instance Learning☆20Updated 2 months ago
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆9Updated last year
- ☆66Updated last year
- ☆14Updated last year
- Experimental evaluation and comparison of multi-omics data integration methods for cancer subtyping☆13Updated 3 years ago
- Biological Network Integration using Convolutions☆62Updated last year
- Velodrome combines semi-supervised learning and out-of-distribution generalization (domain generalization) for drug response prediction a…☆17Updated 3 years ago
- Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data (Nature Communications, 2023)☆19Updated last year
- a package for streamlined multidomain data integration and translation based on cross-modal autoencoders architectures☆29Updated last year
- MOVE (Multi-Omics Variational autoEncoder) for integrating multi-omics data and identifying cross modal associations☆80Updated 7 months ago
- ☆63Updated 4 months ago
- Disease subnetwork detection with explainable Graph Neural Networks☆23Updated last year
- scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks☆146Updated 11 months ago
- Framework for Interpretable Neural Networks☆105Updated 3 months ago