A Comprehensive Toolbox for Deep Learning-based Multi-omics Data Analysis
Xiaoyu Zhang (x.zhang18@imperial.ac.uk)
Data Science Institute, Imperial College London
OmiSuite is a comprehensive toolbox for deep learning-based multi-omics data analysis, which comprised of four components:
- OmiVAE: Integrated Multi-omics Classification using Variational Autoencoders
- OmiEmbed: A Unified Multi-task Deep Learning Framework for Multi-omics Data
- XOmiVAE: An Interpretable Deep Learning Framework for Cancer Classification using High-dimensional Omics Data
- OmiTrans: The FIRST GANs-based Omics-to-omics Translation Framework