Beyond Integration: SuperGLUE Facilitates Explainable Training Framework for Multi-modal Data Analysis
Tianyu Liu,
Jia Zhao,
Hongyu Zhao
Abstract:Single-cell Multi-modal Data Integration has been an area of active research in recent years. However, it is difficult to unify the integration process of different omics in a pipeline, and evaluate the contributions of data integration. In this manuscript, we revisit the definition and contributions of multi-modal data integration, and propose a novel and scalable method based on probabilistic deep learning with an explainable framework powered by statistical modeling to extract meaningful information after d… Show more
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