MurreNet decouples pathology and genomic features into shared and modality-specific components, then fuses them orthogonally, reporting state-of-the-art C-indices on six TCGA cancer cohorts.
In: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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MurreNet: Modeling Holistic Multimodal Interactions Between Histopathology and Genomic Profiles for Survival Prediction
MurreNet decouples pathology and genomic features into shared and modality-specific components, then fuses them orthogonally, reporting state-of-the-art C-indices on six TCGA cancer cohorts.