Pan-cancer integrative histology-genomic analysis via multimodal deep learning

Pan-cancer integrative histology-genomic analysis via multimodal deep learning The rapidly emerging field of computational pathology has demonstrated promise in developing objective prognostic models from histology images. However, most prognostic models are either based on histology or genomics alone and do not address how these data sources can be integrated to develop joint image-omic prognostic models. Additionally, identifying explainable morphological and molecular descriptors from these ...