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
- using graph convolutional neural network and spaital transcriptomics data to infer cell-cell interactions☆56Updated 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
- scPretrain: Multi-task self-supervised learning for cell type classification☆23Updated 3 years ago
- MOLI: Multi-Omics Late Integration with deep neural networks for drug response prediction☆54Updated 4 years ago
- a package for streamlined multidomain data integration and translation based on cross-modal autoencoders architectures☆29Updated last year
- Few shot learning for cancer☆36Updated 3 years ago
- Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network☆84Updated last year
- High-Dimensional Gene Expression and Morphology Profiles of Cells across 28,000 Genetic and Chemical Perturbations☆48Updated 4 months ago
- ☆15Updated 4 years ago
- Evaluating batch correction methods for image-based cell profiling☆14Updated 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
- Contextual AI models for single-cell protein biology☆87Updated 3 months ago
- Official repo for Recursion's accepted spotlight paper at NeurIPS 2023 Generative AI & Biology workshop.☆59Updated 6 months ago
- ☆18Updated 3 years ago
- Sequential Optimal Experimental Design of Perturbation Screens Guided by Multimodal Priors☆40Updated last year
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessment☆9Updated last year
- Lists and 384-well plate maps of compounds and genetic perturbations designed to assess connectivity in profiling assays☆21Updated 5 months ago
- ☆62Updated 3 months ago
- Code for the paper: Mixed Models with Multiple Instance Learning☆19Updated last month
- P-NET, Biologically informed deep neural network for prostate cancer classification and discovery☆150Updated 3 years ago
- PerturbNet is a deep generative model that can predict the distribution of cell states induced by chemical or genetic perturbation☆32Updated last month
- Cell Painting Gallery☆90Updated 2 weeks ago
- Velodrome combines semi-supervised learning and out-of-distribution generalization (domain generalization) for drug response prediction a…☆17Updated 3 years ago
- Self-supervised models for encoding protein localization patterns from microscopy images☆76Updated 8 months ago
- ☆19Updated 2 years ago
- Starter repository for submissions to the CausalBench challenge for gene-gene graph inference from genetic perturbation experiments.☆30Updated 2 years ago
- Biological Network Integration using Convolutions☆62Updated last year