Multi-omic data integration using joint non-negative matrix and machine learning methods for clinical endpoints prediction and causal parameter estimation in cancer

Currently, several data sources drive the understanding of biological or clinical processes. Although their purpose is to assist in optimal decision-making, they require strategies that facilitate these data sources¿ integration. For example, in biological sciences, multi-omic data integration has i...