Mutation-Attention (MuAt)

Mutation-Attention (MuAt) is a deep learning model for tumour classification and subtyping.

Publications

Read MuAt paper here : https://genomemedicine.biomedcentral.com/articles/10.1186/s13073-023-01204-4

Interactive Supplementary Information

MuAt-PCAWG UMAP

MuAt-TCGA UMAP

Software

Source code repository

Acknowledgments

Machine Learning in Biomedicine Research group

Institute for Molecular Medicine Finland (FIMM)

iCAN Digital Precision Cancer Medicine Flagship, Finland

Juselius Foundation

CSC