Network analysis in cancer involves the study of complex biological networks to understand the interactions between various biological entities, such as genes, proteins, and metabolites, within cancerous cells. This approach can help identify key drivers of cancer progression, potential drug targets, and biomarkers for diagnosis and prognosis.