Mutation-Attention (MuAt): Deep representation learning of somatic mutations for tumour typing and subtyping

Cancer genome sequencing enables accurate classifcation of tumours and tumour subtypes. However, prediction performance is still limited using exome-only sequencing and for tumour types with low somatic mutation burden such as many paediatric tumours.