MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.
☆175Mar 31, 2021Updated 4 years ago
Alternatives and similar repositories for MOGONET
Users that are interested in MOGONET are comparing it to the libraries listed below
Sorting:
- Multi-omics integration method using AE and GCN☆39Jun 7, 2023Updated 2 years ago
- MOGONET (Multi-Omics Graph cOnvolutional NETworks) is multi-omics data integrative analysis framework for classification tasks in biomedi…☆17Mar 27, 2025Updated 11 months ago
- An explainable multi-omics graph integration method based on graph convolutional networks to predict cancer genes.☆161May 17, 2022Updated 3 years ago
- End-to-end deep learning model for low dimensional latent space extraction and multi-class classification on multi-omics datasets.☆35Jun 30, 2021Updated 4 years ago
- Multi-task deep learning framework for multi-omics data analysis☆50May 5, 2022Updated 3 years ago
- ☆12Feb 23, 2021Updated 5 years ago
- MOMA: A Multi-task Attention Learning Algorithm for Multi-omics Data Interpretation and Classification☆18Apr 10, 2023Updated 2 years ago
- ☆27Oct 26, 2021Updated 4 years ago
- SALMON: Survival Analysis Learning with Multi-Omics Neural Networks☆67Oct 26, 2024Updated last year
- resVAE is a restricted latent variational autoencoder that we wrote to uncover hidden structures in gene expression data, especially usin…☆12Jan 30, 2023Updated 3 years ago
- a deep learning approach for integrative cancer subtyping of multi-omics data☆40May 5, 2024Updated last year
- A deep-learning framework for multi-omics integration☆32Jul 6, 2023Updated 2 years ago
- MOVE (Multi-Omics Variational autoEncoder) for integrating multi-omics data and identifying cross modal associations☆91Oct 28, 2024Updated last year
- Graph-linked unified embedding for single-cell multi-omics data integration☆455Feb 9, 2026Updated 3 weeks ago
- Deep-Learning framework for multi-omic and survival data integration☆86Dec 20, 2023Updated 2 years ago
- ☆44Dec 11, 2024Updated last year
- P-NET, Biologically informed deep neural network for prostate cancer classification and discovery☆165Nov 15, 2021Updated 4 years ago
- Multi-view hierarchical clustering in R☆12Apr 24, 2024Updated last year
- MOJITOO: a fast and universal method for integration of multimodal single cell data☆11Oct 23, 2024Updated last year
- MODIG: Integrating Multi-Omics and Multi-Dimensional Gene Network for Cancer Driver Gene Identification based on Graph Attention Network …☆12Dec 27, 2022Updated 3 years ago
- MOLI: Multi-Omics Late Integration with deep neural networks for drug response prediction☆55Sep 22, 2020Updated 5 years ago
- ☆30Aug 18, 2023Updated 2 years ago
- ☆26Sep 8, 2020Updated 5 years ago
- Github Repository for multiOmics Integration project involving genomics, epigenomics and transcriptomics☆13Aug 7, 2020Updated 5 years ago
- ☆13Aug 7, 2024Updated last year
- Comprehensive and scalable differential splicing analyses☆18Dec 19, 2025Updated 2 months ago
- Network-based module discovery algorithm with high rate of empirically-validated term calls☆14Oct 22, 2023Updated 2 years ago
- List of software packages for multi-omics analysis☆894Jan 28, 2026Updated last month
- ☆47Apr 6, 2017Updated 8 years ago
- ☆29Dec 15, 2021Updated 4 years ago
- A multi-ancestry polygenic risk score approach☆20Jul 20, 2024Updated last year
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Dec 11, 2024Updated last year
- Improved Ribo-seq enables identification of cryptic translation events☆17Feb 13, 2018Updated 8 years ago
- SUPREME: A GCN based approach for cancer subtype prediction☆18Aug 9, 2023Updated 2 years ago
- ☆21Jul 20, 2023Updated 2 years ago
- [MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical Diagnosis☆17Mar 19, 2022Updated 3 years ago
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Feb 5, 2021Updated 5 years ago
- rnalib: a python-based transcriptomics library☆11Jan 23, 2026Updated last month
- Template with code & dataset for the "Structural basis for solubility in protein expression systems" challenge at the Copenhagen Bioinfor…☆22Apr 25, 2021Updated 4 years ago