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Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning

Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning

The complementary information found in different modalities of patient data can aid in more accurate modelling of a patient's disease state and a better understanding of the underlying biological processes of a disease. However, the analysis of multi-modal, multi-omics data presents many challenges, including high dimensionality and varying size, statistical …