Describe DeepTRIAGE
DeepTRIAGE (Deep learning for the TRactable Individualised Analysis of Gene Expression) is a novel deep learning architecture which uses an attention mechanism to obtain personalised biomarker scores that describe how important each gene is in predicting the cancer sub-type for each sample. DeepTRIAge simultaneously reveals heterogeneity within the luminal A biomarker score that significantly associate with tumour stage, placing all luminal samples along a continuum of severity.