7P Predicting lymph node metastasis and molecular subtype from pathology united with genomics in breast cancer with multitask deep learning

In early-stage of breast cancer, the analysis of lymph node metastasis(LNM) and molecular subtypes is conductive to clinical diagnosis and treatment decision-making. Here we proposed a new Deep learning network architecture, called DeepCALM, Conducted with Attention mechanism to united genomics and pathology, that can simultaneously predict LNM and Molecular subtypes.