CancerAI-CL / IntegrativeVAEsLinks
Variational autoencoders for cancer data integration
☆27Updated 3 years ago
Alternatives and similar repositories for IntegrativeVAEs
Users that are interested in IntegrativeVAEs are comparing it to the libraries listed below
Sorting:
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- ☆11Updated 5 years ago
- Pathway-based sparse deep neural network for survival analysis☆38Updated 2 years ago
- Code for paper "A deep learning framework for drug repurposing via emulating clinical trials on real world patient data" (Accepted to Nat…☆98Updated 3 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- ☆41Updated 3 years ago
- ☆16Updated 4 years ago
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆12Updated 2 years ago
- Deep learning survival models☆118Updated 2 years ago
- Code to reproduce results in Ravindra NG* & Sehanobish A* et al. 2020, "Disease State Prediction From Single-Cell Data Using Graph Attent…☆17Updated 5 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆68Updated 11 months ago
- ☆145Updated 3 weeks ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆154Updated 2 years ago
- An implementation of Consensus clustering in Python☆62Updated last year
- Multi-task deep learning framework for multi-omics data analysis☆48Updated 3 years ago
- ☆18Updated 3 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆76Updated last year
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆288Updated 2 years ago
- ☆26Updated 2 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 4 years ago
- Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications☆14Updated 5 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆58Updated 2 years ago
- Deep learning for single-cell transcript counts☆89Updated 6 months ago
- Data and code to accompany our Nature publication☆46Updated 3 years ago
- Discrete-Time Survival Model for Neural Networks☆92Updated last year
- Pan-cancer tils analysis study by Hongming Xu☆14Updated 4 years ago
- The first GANs-based omics-to-omics translation framework☆13Updated 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
- using graph convolutional neural network and spaital transcriptomics data to infer cell-cell interactions☆56Updated 4 years ago